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Johnson KJ, O’Connell CP, Waken RJ, Barnes JM. Impact of COVID-19 pandemic on breast cancer screening in a large midwestern United States academic medical center. PLoS One 2024; 19:e0303280. [PMID: 38768115 PMCID: PMC11104587 DOI: 10.1371/journal.pone.0303280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 04/22/2024] [Indexed: 05/22/2024] Open
Abstract
BACKGROUND Access to breast screening mammogram services decreased during the COVID-19 pandemic. Our objectives were to estimate: 1) the COVID-19 affected period, 2) the proportion of pandemic-associated missed or delayed screening encounters, and 3) pandemic-associated patient attrition in screening encounters overall and by sociodemographic subgroup. METHODS We included screening mammogram encounter EPIC data from 1-1-2019 to 12-31-2022 for females ≥40 years old. We used Bayesian State Space models to describe weekly screening mammogram counts, modeling an interruption that phased in and out between 3-1-2020 and 9-1-2020. We used the posterior predictive distribution to model differences between a predicted, uninterrupted process and the observed screening mammogram counts. We estimated associations between race/ethnicity and age group and return screening mammogram encounters during the pandemic among those with 2019 encounters using logistic regression. RESULTS Our analysis modeling weekly screening mammogram counts included 231,385 encounters (n = 127,621 women). Model-estimated screening mammograms dropped by >98% between 03-15-2020 and 05-24-2020 followed by a return to pre-pandemic levels or higher with similar results by race/ethnicity and age group. Among 79,257 women, non-Hispanic (NH) Asians, NH Blacks, and Hispanics had significantly (p < .05) lower odds of screening encounter returns during 2020-2022 vs. NH Whites with odds ratios (ORs) from 0.70 to 0.91. Among 79,983 women, those 60-69 had significantly higher odds of any return screening encounter during 2020-2022 (OR = 1.28), while those ≥80 and 40-49 had significantly lower odds (ORs 0.77, 0.45) than those 50-59 years old. A sensitivity analysis suggested a possible pre-existing pattern. CONCLUSIONS These data suggest a short-term pandemic effect on screening mammograms of ~2 months with no evidence of disparities. However, we observed racial/ethnic disparities in screening mammogram returns during the pandemic that may be at least partially pre-existing. These results may inform future pandemic planning and continued efforts to eliminate mammogram screening disparities.
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Affiliation(s)
- Kimberly J. Johnson
- Brown School, Washington University in St. Louis, St. Louis, Missouri, United States of America
- Siteman Cancer Center, Washington University in St Louis, St. Louis, Missouri, United States of America
| | - Caitlin P. O’Connell
- Brown School, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | - R. J. Waken
- Division of Biostatistics, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Center for Advancing Health Services, Policy & Economics Research, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Justin M. Barnes
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, United States of America
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Nyante SJ, Deal AM, Heiling HM, Kim KS, Kuzmiak CM, Calhoun BC, Ray EM. Trends in breast, colon, pancreatic, and uterine cancers in women during the COVID-19 pandemic in North Carolina. Cancer Med 2024; 13:e7156. [PMID: 38572934 PMCID: PMC10993709 DOI: 10.1002/cam4.7156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 03/03/2024] [Accepted: 03/22/2024] [Indexed: 04/05/2024] Open
Abstract
IMPORTANCE The COVID-19 pandemic led to reductions in primary care and cancer screening visits, which may delay detection of some cancers. The impact on incidence has not been fully quantified. We examined change in cancer incidence to determine how the COVID-19 pandemic may have altered the characteristics of cancers diagnosed among women. METHODS This study included female patients aged ≥18 years and diagnosed with breast (n = 9489), colon (n = 958), pancreatic (n = 669), or uterine (n = 1991) cancer at three hospitals in North Carolina. Using interrupted time series, we compared incidence of cancers diagnosed between March 2020 and November 2020 (during pandemic) with cancers diagnosed between January 2016 and February 2020 (pre-pandemic). RESULTS During the pandemic, incidence of breast and uterine cancers was significantly lower than expected compared to pre-pandemic (breast-18%, p = 0.03; uterine -20%, p = 0.05). Proportions of advanced pathologic stage and hormone receptor-negative breast cancers, and advanced clinical stage and large size uterine cancers were more prevalent during the pandemic. No significant changes in incidence were detected for pancreatic (-20%, p = 0.08) or colon (+14%, p = 0.30) cancers. CONCLUSION AND RELEVANCE In women, the COVID-19 pandemic resulted in a significant reduction in the incidence of breast and uterine cancers, but not colon or pancreatic cancers. A change in the proportion of poor prognosis breast and uterine cancers suggests that some cancers that otherwise would have been diagnosed at an earlier stage will be detected in later years. Continued analysis of long-term trends is needed to understand the full impact of the pandemic on cancer incidence and outcomes.
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Affiliation(s)
- Sarah J. Nyante
- Department of RadiologyUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Allison M. Deal
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Hillary M. Heiling
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Kyung Su Kim
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Cherie M. Kuzmiak
- Department of RadiologyUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Benjamin C. Calhoun
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Department of Pathology and Laboratory MedicineUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Emily M. Ray
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Division of Oncology, Department of MedicineUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
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Farag A, Pham RH, Dulaimy K. The Financial Impact of COVID on Radiology Health Systems. Semin Ultrasound CT MR 2024:S0887-2171(24)00024-6. [PMID: 38527670 DOI: 10.1053/j.sult.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
The coronavirus pandemic of 2019 (COVID-19) was arguably the most pivotal global event that current generations have witnessed, with unprecedented global challenges, and colossal effects on health systems. The financial consequences, in particular, were profound and far-reaching. Staggering estimates of up to $50.7 billion dollars per month in lost revenue for the US health system were reported by the American Hospital Association (Kaye et al., 2021). The pandemic caused significant increases in cost of drugs, disruptions to medical supply chains, day-to-day workflow, and operations in all areas of medicine and various healthcare systems. Radiology experienced a significant burden of the damage, finding itself at the forefront of the pandemic's economic fallout (American Hospital Association).
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Affiliation(s)
- Ahmed Farag
- Department of Radiology, UMass Chan Medical School-Baystate Medical Center, Springfield, MA
| | - Richard H Pham
- B.S. Biology student, Class of 2025, University of Massachusetts-Amherst, Amherst, MA
| | - Kal Dulaimy
- Department of Radiology, UMass Chan Medical School-Baystate Medical Center, Springfield, MA.
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Battaglia C, Manti F, Mazzuca D, Cutruzzolà A, Corte MD, Caputo F, Gratteri S, Laganà D. Impact of the COVID-19 pandemic and COVID vaccination campaign on imaging case volumes and medicolegal aspects. FRONTIERS IN HEALTH SERVICES 2024; 4:1253905. [PMID: 38487373 PMCID: PMC10937363 DOI: 10.3389/frhs.2024.1253905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 02/14/2024] [Indexed: 03/17/2024]
Abstract
Purpose The coronavirus pandemic (COVID-19) significantly impacted the global economy and health. Italy was one of the first and most affected countries. The objective of our study was to assess the impact of the pandemic and the vaccination campaign on the radiological examinations performed in a radiology department of a tertiary center in Southern Italy. Materials and methods We analyzed weekly and retrospectively electronic medical records of case volumes performed at the Radiology Department of "Mater Domini" University Hospital of Catanzaro from March 2020 to March 2022, comparing them with the volumes in the same period of the year 2019. We considered the origin of patients (outpatient, inpatient) and the type of examinations carried out (x-ray, mammography, CT, MRI, and ultrasound). A non-parametric test (Wilcoxon Signed Rank test) was applied to evaluate the average volumes. Results Total flows in the pandemic period from COVID-19 were lower than in the same pre-pandemic period with values of 552 (120) vs. 427 (149) median (IQR) (p < 0.001). The vaccination campaign allowed the resumption of the pre-vaccination pandemic with total flows 563 (113) vs. 427 (149) median (IQR) p < 0.001. In the post-vaccination period, the number of examinations was found to overlap with the pre-COVID period. Conclusion The pandemic impacted the volume of radiological examinations performed, particularly with the reduction of tests in outpatients. The vaccination allowed the return to the pre-COVID period imaging case volumes.
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Affiliation(s)
- Caterina Battaglia
- Department of Experimental and Clinical Medicine, “Magna Graecia” University, Catanzaro, Italy
| | - Francesco Manti
- Department of Experimental and Clinical Medicine, “Magna Graecia” University, Catanzaro, Italy
| | - Daniela Mazzuca
- Department of Surgical and Medical Sciences, University “Magna Græcia” of Catanzaro, Catanzaro, Italy
| | - Antonio Cutruzzolà
- Department of Experimental and Clinical Medicine, “Magna Graecia” University, Catanzaro, Italy
| | - Marcello Della Corte
- Department of Surgical and Medical Sciences, University “Magna Græcia” of Catanzaro, Catanzaro, Italy
| | - Fiorella Caputo
- Department of Surgical and Medical Sciences, University “Magna Græcia” of Catanzaro, Catanzaro, Italy
| | - Santo Gratteri
- Department of Surgical and Medical Sciences, University “Magna Græcia” of Catanzaro, Catanzaro, Italy
| | - Domenico Laganà
- Department of Experimental and Clinical Medicine, “Magna Graecia” University, Catanzaro, Italy
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Hussain ZS, Andoh JE, Loya A, Yousefi S, Boland MV. Impact of the Coronavirus Disease 2019 Pandemic on Surgical Volumes Among Fellowship-Trained Glaucoma Subspecialists. J Glaucoma 2024; 33:35-39. [PMID: 37523625 PMCID: PMC10796841 DOI: 10.1097/ijg.0000000000002269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 06/18/2023] [Indexed: 08/02/2023]
Abstract
PRCIS The change in glaucoma surgical volumes due to the coronavirus disease 2019 pandemic was not uniform across procedure types and was unequal between rural and urban practice locations. PURPOSE To quantify the impact of the coronavirus disease 2019 pandemic on surgical volumes performed by fellowship-trained glaucoma subspecialists. MATERIALS AND METHODS This retrospective cohort analysis of the Centers for Medicare and Medicaid Services Medicare Public Use File extracted all glaucoma surgeries, including microinvasive glaucoma surgeries (MIGSs), trabeculectomy, goniotomy, lasers, and cataract surgery, performed by fellowship-trained glaucoma surgeons in rural and urban areas between 2016 and 2020. Predicted estimates of 2020 surgical volumes were created utilizing linear squares regression. Percentage change between predicted and observed 2020 surgical volume estimates was analyzed. Statistical significance was achieved at P <0.05. RESULTS In 2020, fellowship-trained glaucoma surgeons operated mostly in urban areas (N = 810, 95%). A 29% and 31% decrease in predicted cataract surgery volumes in urban and rural areas, respectively, was observed. Glaucoma surgeries experienced a 36% decrease from predicted estimates (N = 56,781). MIGS experienced an 86% and 75% decrease in rural and urban areas, respectively. Trabeculectomy in rural areas experienced a 16% increase relative to predicted estimates while urban areas experienced a decrease of 3% ( P > 0.05). The number of goniotomies decreased by 10% more in rural areas than in urban areas (-22% and -12%, respectively). Laser procedures decreased by 8% more in urban areas than in rural areas (-18% and -10%, respectively). CONCLUSIONS Among glaucoma-trained surgeons, glaucoma surgeries experienced a greater volume loss than cataract surgeries. In urban US areas, relative reductions in MIGS and goniotomy volumes in urban areas may have been compensated by greater laser and trabeculectomy volumes. Trabeculectomies in rural areas were the only group exceeding predicted estimates. Glaucoma subspecialists may utilize these findings when planning for future events and in overcoming any remaining unmet need in terms of glaucoma care.
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Affiliation(s)
- Zain S. Hussain
- Dean McGee Eye Institute, Oklahoma City, OK, USA
- University of Medicine and Health Sciences, Basseterre, Saint Kitts and Nevis
| | - Joana E. Andoh
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Asad Loya
- Cullen Eye Institute, Baylor College of Medicine, Houston, TX, USA
| | - Siamak Yousefi
- Hamilton Eye Institute, University of Tennessee Health Science Center, Memphis, TN, USA
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Shubayr N. Investigation of the Radiographic Imaging Volume and Occupational Dose of Radiologic Technologists before and during the COVID-19 Pandemic. HEALTH PHYSICS 2023; 125:362-368. [PMID: 37548570 DOI: 10.1097/hp.0000000000001728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
ABSTRACT This study aimed to assess occupational radiation doses for radiologic technologists (RTs) in Saudi Arabia shortly before and during the COVID-19 pandemic, considering changes in imaging volume during that time. This retrospective study included the imaging volume data and the RTs' occupational dose records from a central hospital for 2019 and 2020. The occupational dose-in terms of annual and quarterly mean effective doses (AMEDs and QMEDs)-was estimated for 115 RTs using thermoluminescent dosimeter records. There was a 22% increase in the AMED in 2020 compared with 2019, though the overall imaging volume decreased by 9% in 2020. The percentage changes in AMEDs between 2019 and 2020 for general radiography (GR), computed tomography (CT), interventional radiology (IR), nuclear medicine (NM), and mammography (MG) were 45%, 56%, 9%, 18% and -2%, respectively. The highest contribution to AMEDs in 2020 for modalities was due to GR and CT procedures, accounting for 0.50 mSv and 0.58 mSv, respectively. The percentage change in imaging volumes between 2019 and 2020 depicted a slight decrease in Q2 (-1%) and a substantial decrease in Q1 (-10%), Q3 (-12%), and Q4 (-11%) for 2020. The overall percentage changes in imaging volumes in 2020 for GR (conventional and mobile), CT, IR, NM, and MG were -7% (-19% and 48%), -11%, 13%, -26%, and -46%, respectively. Investigating the changes in 2020 by comparing Q1 of 2020 (before the pandemic restrictions) with Q2 (during the pandemic restrictions and changes in workflow) revealed that the QMED during Q2 increased by 5% with a 17.4% decrease in the imaging volume. However, CT procedures were increased by 11.1% during the pandemic restrictions in Q2 of 2020, with an increase in the corresponding QMED of 66%. Moreover, mobile GR procedures increased by 21% in Q2 of 2020 compared to Q1. This study indicated the impact of the COVID-19 pandemic on imaging volume and occupational dose. Overall, the study observed a decrease in the imaging volume and an increase in RTs' effective doses by 2020. However, there was an increase in mobile GR and CT examinations during the COVID-19 pandemic restrictions in 2020. This study suggested that the increased mobile GR and CT examinations contributed to greater effective doses for RTs in 2020.
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Affiliation(s)
- Nasser Shubayr
- Department of Diagnostic Radiography Technology, College of Applied Medical Sciences, Jazan University, Jazan 45142, Saudi Arabia
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Chung SH, Romatoski KS, Rasic G, Beaulieu-Jones BR, Kenzik K, Merrill AL, Tseng JF, Cassidy MR, Sachs TE. Impact of the COVID-19 Pandemic on Delays to Breast Cancer Surgery: Ripples or Waves? Ann Surg Oncol 2023; 30:6093-6103. [PMID: 37526751 DOI: 10.1245/s10434-023-13878-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 03/20/2023] [Indexed: 08/02/2023]
Abstract
BACKGROUND Adherence to current recommendations for optimal time from diagnosis to treatment for patients with breast cancer may have been disrupted by the COVID-19 pandemic. This study aimed to evaluate the impact of the pandemic on time to surgery or systemic treatment with chemotherapy or immunotherapy for patients diagnosed with breast cancer. METHODS Using the National Cancer Database, patients diagnosed with breast cancer in 2020 were compared to those diagnosed from 2018-2019 (Pre-COVID). Sub-analyses were performed for patients who were tested for COVID-19 and those who had a positive result in 2020. Multivariate logistic regression was used assess odds ratios for delayed time to surgery (DTS, defined as > 90 days) or systemic therapy (defined as > 120 days). RESULTS In total, 230,997 patients were diagnosed with breast cancer in 2018 and 2019 compared to 102,065 in 2020. Of the 2020 cohort, 47,659 (46.7%) received COVID-19 testing; of which, 3,158 (6.6%) resulted positive. A larger proportion of COVID-tested or COVID-positive patients had higher stage at diagnosis. DTS was more likely for patients who were diagnosed in 2020, uninsured or underinsured, non-white, Hispanic, less educated, or age < 70 years. Similar factors were predictive of delay to systemic therapy (less age < 70 years); however, diagnosis in 2020 was not. CONCLUSION The COVID-19 pandemic was associated with significant DTS for breast cancer but spared time to systemic therapy. Delays disproportionately impacted vulnerable and underserved patient populations. The true clinical effects of these delays may yet be realized for breast cancer patients.
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Affiliation(s)
- Sophie H Chung
- Department of Surgery, Boston Medical Center, Section of Surgical Oncology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Kelsey S Romatoski
- Department of Surgery, Boston Medical Center, Section of Surgical Oncology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Gordana Rasic
- Department of Surgery, Boston Medical Center, Section of Surgical Oncology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Brendin R Beaulieu-Jones
- Department of Surgery, Boston Medical Center, Section of Surgical Oncology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Kelly Kenzik
- Department of Surgery, Boston Medical Center, Section of Surgical Oncology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Andrea L Merrill
- Department of Surgery, Boston Medical Center, Section of Surgical Oncology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Jennifer F Tseng
- Department of Surgery, Boston Medical Center, Section of Surgical Oncology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Michael R Cassidy
- Department of Surgery, Boston Medical Center, Section of Surgical Oncology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Teviah E Sachs
- Department of Surgery, Boston Medical Center, Section of Surgical Oncology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
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Chesebro AL, Amornsiripanitch N, Lan Z, Bay CP, Chikarmane SA. Experience of a single healthcare system with screening mammography before and after COVID-19 shutdown. Clin Imaging 2023; 101:97-104. [PMID: 37327551 PMCID: PMC10249341 DOI: 10.1016/j.clinimag.2023.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 05/24/2023] [Accepted: 06/06/2023] [Indexed: 06/18/2023]
Abstract
PURPOSE To evaluate COVID-19's longitudinal impact on screening mammography volume trends. METHODS HIPAA-compliant, IRB-approved, single institution, retrospective study of screening mammogram volumes before (10/21/2016-3/16/2020) and greater than two years after (6/17/2020-11/30/2022) a state-mandated COVID-19 shutdown (3/17/2020-6/16/2020) were reviewed. A segmented quasi-poisson linear regression model adjusting for seasonality and network and regional population growth compared volume trends before and after the shutdown of each variable: age, race, language, financial source, risk factor for severe COVID-19, and examination location. RESULTS Adjusted model demonstrated an overall increase of 65 screening mammograms per month before versus a persistent decrease of 5 mammograms per month for >2 years after the shutdown (p < 0.0001). In subgroup analysis, downward volume trends were noted in all age groups <70 years (age < 50: +9/month before vs. -7/month after shutdown; age 50-60: +17 vs. -7; and age 60-70: +21 vs. -2; all p < 0.001), those identifying as White (+55 vs. -8, p < 0.0001) and Black (+4 vs. +1, p = 0.009), all financial sources (Medicare: +22 vs. -3, p < 0.0001; Medicaid: +5 vs. +2, p = 0.006; private insurance/self-pay: +38 vs. -4, p < 0.0001), women with at least one risk factor for severe COVID-19 (+30 vs. -48, p < 0.0001), and screening mammograms performed at a hospital-based location (+48 vs. -14, p = 0.0001). CONCLUSION The screening mammogram volume trend more than two years after the COVID-19 shutdown has continued to decline for most patient populations. Findings highlight the need to identify additional areas for education and outreach.
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Affiliation(s)
- Allyson L Chesebro
- Brigham and Women's Hospital, Department of Radiology, 75 Francis St., Boston, MA 02115, United States of America; Harvard Medical School, 25 Shattuck St., Boston, MA 02115, United States of America.
| | - Nita Amornsiripanitch
- Brigham and Women's Hospital, Department of Radiology, 75 Francis St., Boston, MA 02115, United States of America; Harvard Medical School, 25 Shattuck St., Boston, MA 02115, United States of America.
| | - Zhou Lan
- Brigham and Women's Hospital, Department of Radiology, 75 Francis St., Boston, MA 02115, United States of America; Harvard Medical School, 25 Shattuck St., Boston, MA 02115, United States of America.
| | - Camden P Bay
- Brigham and Women's Hospital, Department of Radiology, 75 Francis St., Boston, MA 02115, United States of America; Takeda Pharmaceuticals, USA, Inc., 650 Kendall St., Cambridge, MA 02142, United States of America
| | - Sona A Chikarmane
- Brigham and Women's Hospital, Department of Radiology, 75 Francis St., Boston, MA 02115, United States of America; Harvard Medical School, 25 Shattuck St., Boston, MA 02115, United States of America.
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Patel K, Rashid A, Spear L, Gholamrezanezhad A. A Global Review of the Impacts of the Coronavirus (COVID-19) Pandemic on Radiology Practice, Finances, and Operations. Life (Basel) 2023; 13:life13040962. [PMID: 37109491 PMCID: PMC10146527 DOI: 10.3390/life13040962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 03/30/2023] [Accepted: 04/04/2023] [Indexed: 04/29/2023] Open
Abstract
The Coronavirus Disease 2019 (COVID-19) pandemic ushered in rapid changes in healthcare, including radiology, globally. This review discusses the impact of the pandemic on various radiology departments globally. We analyze the implications of the COVID-19 pandemic on the imaging volumes, finances, and clinical operations of radiology departments in 2020. Studies from health systems and outpatient imaging centers were analyzed, and the activity throughout 2020 was compared to the pre-pandemic activity, including activity during similar timeframes in 2019. Imaging volumes across modalities, including MRI and CT scans, were compared, as were the Relative Value Units (RVUs) for imaging finances. Furthermore, we compared clinical operations, including staffing and sanitation procedures. We found that imaging volumes in private practices and academic centers decreased globally. The decreases in volume could be attributed to delayed patient screenings, as well as the implementation of protocols, such as the deep cleaning of equipment between patients. Revenues from imaging also decreased globally, with many institutions noting a substantial decline in RVUs and revenue compared with pre-COVID-19 levels. Our analysis thus found significant changes in the volumes, finances, and operations of radiology departments due to the COVID-19 pandemic.
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Affiliation(s)
- Kishan Patel
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Arnav Rashid
- Department of Biological Sciences, Dana and David Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Luke Spear
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Ali Gholamrezanezhad
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
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Rose SD, Lubner MG, Heil J, Greenwood GM, Szczykutowicz TP. Electrocardiographic Gating and Cerebral Perfusion Computed Tomography Option-Set Prevalence and Utilization Data From 62 Institutions in the United States. J Comput Assist Tomogr 2023; 47:315-321. [PMID: 36728742 DOI: 10.1097/rct.0000000000001412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVES To provide the radiology community with data to address the question: "Compared with peer institutions, is my institution efficiently using its electrocardiographic (ECG) gating and cerebral perfusion-capable computed tomography (CT) scanners?" METHODS In this retrospective study, we analyze 6 months of scanner utilization data from 62 institutions (299 locations, 507 scanners) to identify scanners capable of performing ECG gating and perfusion CT studies. We report the number of ECG gating/perfusion-capable scanners and locations as a function of the total number of locations and scanners in each institution. We additionally regress the number of ECG-gated and perfusion examinations on (1) the number of locations/scanners capable of performing these examinations and (2) the fraction of the institution's CT examination volume that requires ECG gating or perfusion. We provide look-up tables so an institution can compare its ECG-gated/perfusion examination volume to other institutions with similar ECG-gated/perfusion examination fractions and capable scanners. RESULTS We detected an effect of both ECG-gating examination fraction and the number of ECG gating-capable scanners on ECG-gated examination volume ( χ21 = 77.5 [ P < 0.001] and χ21 = 64.2 [ P < 0.001], respectively). Similar results were obtained for perfusion examination fraction and perfusion-capable scanners as they relate to perfusion examination volume ( χ21 = 51.6 [ P < 0.001] and χ21 = 45.2 [ P < 0.001], respectively). The number of ECG gating/perfusion-capable scanners and locations within an institution were found to positively correlate with both the total number of locations and scanners within an institution ( P < 0.001 for all hypothesis tests). CONCLUSIONS The study provides multi-institutional data on ECG gating and perfusion examination volumes that can be used to inform CT purchasing decisions.
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Affiliation(s)
- Sean D Rose
- From the Department of Diagnostic and Interventional Imaging, University of Texas Health Science Center at Houston McGovern Medical School, Houston, TX
| | - Meghan G Lubner
- Department of Radiology, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI
| | - John Heil
- Imalogix Research Institute, Bryn Mawr, PA
| | - Gina M Greenwood
- Department of Radiology, University of Wisconsin Madison School of Medicine and Public Health, Madison, WI
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The Effects of the COVID-19 Pandemic on Mastectomy Outcomes for Breast Cancer. Clin Breast Cancer 2023; 23:431-435. [PMID: 36990842 PMCID: PMC9951028 DOI: 10.1016/j.clbc.2023.02.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 02/17/2023] [Accepted: 02/19/2023] [Indexed: 03/29/2023]
Abstract
Background Single center studies have shown that during the Coronavirus Disease 2019 (COVID-19) pandemic, many patients had surgical procedures postponed or modified. We studied how the pandemic affected the clinical outcomes of breast cancer patients who underwent mastectomies in 2020. Methods Using the American College of Surgeons (ACS) National Surgical Quality Improvement Program (NSQIP) database, we compared clinical variables of 31,123 and 28,680 breast cancer patients who underwent a mastectomy in 2019 and 2020, respectively. Data from 2019 served as the control, and data from 2020 represented the COVID-19 cohort. Results Fewer surgeries of all kinds were performed in the COVID-19 year than in the control (902,968 vs. 1,076,411). The proportion of mastectomies performed in the COVID-19 cohort was greater than in the control year (3.18% vs. 2.89%, <0.001). More patients presented with ASA level 3 in the COVID-19 year vs. the control (P < .002). Additionally, the proportion of patients with disseminated cancer was lower during the COVID-19 year (P < .001). Average hospital length of stay (P < .001) and time from operation to discharge were shorter in the COVID vs. control cohort (P < .001). Fewer unplanned readmissions were seen in the COVID year (P < .004). Conclusion The ongoing surgical services and mastectomies for breast cancer during the pandemic produced similar clinical outcomes to those seen in 2019. Prioritization of resources for sicker patients and the use of alternative interventions produced similar results for breast cancer patients who underwent a mastectomy in 2020.
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12
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Cheng D, Ghoshal S, Zattra O, Flash M, Lang M, Liu R, Lev MH, Hirsch JA, Saini S, Gee MS, Succi MD. Trends in oncological imaging during the COVID-19 pandemic through the vaccination era. Cancer Med 2023; 12:9902-9911. [PMID: 36775966 PMCID: PMC10166903 DOI: 10.1002/cam4.5678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 01/22/2023] [Accepted: 01/31/2023] [Indexed: 02/14/2023] Open
Abstract
BACKGROUND This study examines the impact that the COVID-19 pandemic has had on computed tomography (CT)-based oncologic imaging utilization. METHODS We retrospectively analyzed cancer-related CT scans during four time periods: pre-COVID (1/5/20-3/14/20), COVID peak (3/15/20-5/2/20), post-COVID peak (5/3/20-12/19/20), and vaccination period (12/20/20-10/30/21). We analyzed CTs by imaging indication, setting, and hospital type. Using percentage decrease computation and Student's t-test, we calculated the change in mean number of weekly cancer-related CTs for all periods compared to the baseline pre-COVID period. This study was performed at a single academic medical center and three affiliated hospitals. RESULTS During the COVID peak, mean CTs decreased (-43.0%, p < 0.001), with CTs for (1) cancer screening, (2) initial workup, (3) cancer follow-up, and (4) scheduled surveillance of previously treated cancer dropping by 81.8%, 56.3%, 31.7%, and 45.8%, respectively (p < 0.001). During the post-COVID peak period, cancer screenings and initial workup CTs did not return to prepandemic imaging volumes (-11.4%, p = 0.028; -20.9%, p = 0.024). The ED saw increases in weekly CTs compared to prepandemic levels (+31.9%, p = 0.008), driven by increases in cancer follow-up CTs (+56.3%, p < 0.001). In the vaccination period, cancer screening CTs did not recover to baseline (-13.5%, p = 0.002) and initial cancer workup CTs doubled (+100.0%, p < 0.001). The ED experienced increased cancer-related CTs (+75.9%, p < 0.001), driven by cancer follow-up CTs (+143.2%, p < 0.001) and initial workups (+46.9%, p = 0.007). CONCLUSIONS AND RELEVANCE The pandemic continues to impact cancer care. We observed significant declines in cancer screening CTs through the end of 2021. Concurrently, we observed a 2× increase in initial cancer workup CTs and a 2.4× increase in cancer follow-up CTs in the ED during the vaccination period, suggesting a boom of new cancers and more cancer examinations associated with emergency level acute care.
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Affiliation(s)
- Debby Cheng
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Soham Ghoshal
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Ottavia Zattra
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Moses Flash
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Min Lang
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Raymond Liu
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Michael H Lev
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Joshua A Hirsch
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Sanjay Saini
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Michael S Gee
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Marc D Succi
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
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13
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Li T, Nickel B, Ngo P, McFadden K, Brennan M, Marinovich ML, Houssami N. A systematic review of the impact of the COVID-19 pandemic on breast cancer screening and diagnosis. Breast 2023; 67:78-88. [PMID: 36646004 PMCID: PMC9813855 DOI: 10.1016/j.breast.2023.01.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/27/2022] [Accepted: 01/04/2023] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Breast cancer care has been affected by the COVID-19 pandemic. This systematic review aims to describe the observed pandemic-related changes in clinical and health services outcomes for breast screening and diagnosis. METHODS Seven databases (January 2020-March 2021) were searched to identify studies of breast cancer screening or diagnosis that reported observed outcomes before and related to the pandemic. Findings were presented using a descriptive and narrative approach. RESULTS Seventy-four studies were included in this systematic review; all compared periods before and after (or fluctuations during) the pandemic. None were assessed as being at low risk of bias. A reduction in screening volumes during the pandemic was found with over half of studies reporting reductions of ≥49%. A majority (66%) of studies reported reductions of ≥25% in the number of breast cancer diagnoses, and there was a higher proportion of symptomatic than screen-detected cancers. The distribution of cancer stage at diagnosis during the pandemic showed lower proportions of early-stage (stage 0-1/I-II, or Tis and T1) and higher proportions of relatively more advanced cases than that in the pre-pandemic period, however population rates were generally not reported. CONCLUSIONS Evidence of substantial reductions in screening volume and number of diagnosed breast cancers, and higher proportions of advanced stage cancer at diagnosis were found during the pandemic. However, these findings reflect short term outcomes, and higher-quality research examining the long-term impact of the pandemic is needed.
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Affiliation(s)
- Tong Li
- The Daffodil Centre, The University of Sydney, a Joint Venture with Cancer Council NSW, Sydney, Australia; School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.
| | - Brooke Nickel
- School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Preston Ngo
- The Daffodil Centre, The University of Sydney, a Joint Venture with Cancer Council NSW, Sydney, Australia
| | - Kathleen McFadden
- The Daffodil Centre, The University of Sydney, a Joint Venture with Cancer Council NSW, Sydney, Australia
| | - Meagan Brennan
- Westmead Breast Cancer Institute, Westmead Hospital, Sydney, Australia
| | - M Luke Marinovich
- The Daffodil Centre, The University of Sydney, a Joint Venture with Cancer Council NSW, Sydney, Australia,School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Nehmat Houssami
- The Daffodil Centre, The University of Sydney, a Joint Venture with Cancer Council NSW, Sydney, Australia,School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
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14
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Rawson JV, Stevens JP. Scenario Planning Approach to Adapting in the COVID Era. Acad Radiol 2022; 30:572-578. [PMID: 36528426 PMCID: PMC9751975 DOI: 10.1016/j.acra.2022.11.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 11/25/2022] [Accepted: 11/25/2022] [Indexed: 12/23/2022]
Abstract
RATIONALE AND OBJECTIVES The COVID-19 pandemic has caused much uncertainty and disruption in healthcare resulting in many challenges for strategic planning. Scenario planning is a tool that allows healthcare leaders to plan healthcare delivery strategies by incorporating the uncertainties into the analysis and planning process. MATERIALS AND METHODS Variables were identified which will have major impact on the future, but whose future direction is uncertain. The extremes of these drivers were used to generate multiple scenarios. A subset of scenarios was used to evaluate potential tactics to determine which may be high yield in the face of uncertainty. RESULTS Unlike traditional strategic planning, scenario planning does not develop a single future with a path to that future. Scenario planning evaluates tactics to determine which would be helpful in specific scenarios, multiple different futures or under specific conditions. CONCLUSION We present a scenario planning model which can be used to determine specific tactics to accommodate the uncertainty due to variable healthcare delivery needs in the COVID-19 era.
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Affiliation(s)
- James V. Rawson
- Harvard Medical School, Boston Massachusetts,Department of Radiology, Beth Israel Medical Center, One Deaconess Rd, Boston, MA 02215,Address correspondence to: J.V.R
| | - Jennifer P. Stevens
- Center for Healthcare Delivery Design, Beth Israel Deaconess Medical Center, Massachusetts,Division of pulmonary, critical care, and sleep medicine, Beth Israel Deaconess Medical Center, Massachusetts
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15
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Minamimoto R. Oncology and cardiology positron emission tomography/computed tomography faced with COVID-19: A review of available literature data. Front Med (Lausanne) 2022; 9:1052921. [DOI: 10.3389/fmed.2022.1052921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 10/07/2022] [Indexed: 01/18/2023] Open
Abstract
The COVID-19 pandemic has forced people to significantly change their lifestyles and attitudes, and has greatly burdened healthcare delivery systems worldwide. The redistribution of the medical delivery system to maintain normal medical care while responding generously to COVID-19 is a continuing challenge that weighs heavily on medical institutions. Among imaging modalities, chest X-rays and computed tomography (CT) examinations have clearly made a large contribution to treatment of COVID-19. In contrast, it is difficult to express the standpoint of nuclear medicine examinations in a straightforward manner, as the greatest emphasis in this modality has been on how necessary medical care can continue to be provided. Many clinical reports of nuclear medicine examinations related to COVID-19 have been published, and knowledge continues to accumulate. This review provides a summary of the current state of oncology and cardiology positron emission tomography (PET) examinations related to COVID-19, and includes preparation of the nuclear medicine department, trends in PET examinations, specific imaging findings on 18F-fluorodeoxyglucose (FDG) PET/CT, imaging of complications of COVID-19, PET tracers other than FDG, and the effects of vaccines on PET imaging findings.
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16
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Demarchi PKH, Maurer E, Pierini NI, Lammel BL, Sirqueira ACV, Maggi LS, Santos KL, Shama SDFMS. O Impacto da Pandemia da Covid-19 no Volume de Mamografias no Brasil: uma Análise de Previsão Baseada nos Números Históricos. REVISTA BRASILEIRA DE CANCEROLOGIA 2022. [DOI: 10.32635/2176-9745.rbc.2022v68n3.2566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
Abstract
Introdução: A neoplasia mamaria constitui a primeira causa de óbito por câncer em mulheres brasileiras. Dados sobre o real impacto da pandemia na política de rastreamento e diagnostico do câncer de mama no Brasil ainda são desconhecidos. Objetivo: Avaliar o efeito da pandemia da covid-19 no número de mamografias realizadas no Sistema Único de Saúde (SUS). Método: Estudo epidemiológico, quantitativo e de delineamento transversal. Foram selecionadas mamografias mensais realizadas no SUS após consulta ao Departamento de Informática do SUS (DATASUS). Foi avaliado o volume histórico, de janeiro de 2017 a marco de 2020, mês seguinte ao primeiro caso de covid-19 diagnosticado no Brasil, para se construir um modelo de previsão das mamografias esperadas de marco de 2020 até dezembro de 2021. Resultado: No ano de 2020, 1.705.475 mamografias deixaram de ser realizadas no Brasil em relação ao ano anterior, segundo o DATASUS. O modelo de previsão, com base nos valores históricos, mostrou um déficit de 1.635.42 mamografias. Em maio de 2020, ocorreu a maior queda na realização dos exames, representando apenas 20,69% das mamografias realizadas no mesmo mês do ano anterior. Conclusão: A detecção precoce do câncer de mama foi uma das áreas medicas impactadas pela política de restrição e isolamento impostos no ano de 2020. Nesse sentido, esforços governamentais futuros serão necessários para oferecer tratamento a eventuais pacientes com diagnostico tardio de câncer de mama, além das mamografias que não puderam ser realizadas.
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17
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Pinson JA, Diep ML, Krishnan V, Aird C, Cooper C, Leong C, Chen J, Ardley N, Paul E, Badawy MK. Imaging volumes during COVID-19: A Victorian health service experience. World J Radiol 2022; 14:293-310. [PMID: 36160832 PMCID: PMC9453320 DOI: 10.4329/wjr.v14.i8.293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 07/07/2022] [Accepted: 07/22/2022] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND The World Health Organisation declared the coronavirus disease 2019 (COVID-19) a pandemic on March 11, 2020. While globally, the relative caseload has been high, Australia’s has been relatively low. During the pandemic, radiology services have seen significant changes in workflow across modalities and a reduction in imaging volumes.
AIM To investigate differences in modality imaging volumes during the COVID-19 pandemic across a large Victorian public health network.
METHODS A retrospective analysis from January 2019 to December 2020 compared imaging volumes across two periods corresponding to the pandemic’s first and second waves. Weekly volumes across patient class, modality and mobile imaging were summed for periods: wave 1 (weeks 11 to 16 for 2019; weeks 63 to 68 for 2020) and wave 2 (weeks 28 to 43 for 2019; weeks 80 to 95 for 2020). Microsoft Power Business Intelligence linked to the radiology information system was used to mine all completed examinations.
RESULTS Summed weekly data during the pandemic’s first wave showed the greatest decrease of 29.8% in adult outpatient imaging volumes and 46.3% in paediatric emergency department imaging volumes. Adult nuclear medicine demonstrated the greatest decrease of 37.1% for the same period. Paediatric nuclear medicine showed the greatest decrease of 47.8%, with angiography increasing by 50%. The pandemic’s second wave demonstrated the greatest decrease of 23.5% in adult outpatient imaging volumes, with an increase of 18.2% in inpatient imaging volumes. The greatest decrease was 28.5% in paediatric emergency department imaging volumes. Nuclear medicine showed the greatest decrease of 37.1% for the same period. Paediatric nuclear medicine showed the greatest decrease of 36.7%. Mobile imaging utilisation increased between 57.8% and 135.1% during the first and second waves. A strong correlation was observed between mobile and non-mobile imaging in the emergency setting (Spearman’s correlation coefficient = -0.743, P = 0.000). No correlation was observed in the inpatient setting (Spearman’s correlation coefficient = -0.059, P = 0.554).
CONCLUSION Nuclear medicine was most impacted, while computed tomography and angiography were the least affected by the pandemic. The impact was less during the pandemic’s second wave. Mobile imaging shows continuous growth during both waves.
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Affiliation(s)
- Jo-Anne Pinson
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
- Department of Medical Imaging, Peninsula Health, Melbourne, Victoria 3099, Australia
- Department of Medical Imaging and Radiation Sciences, School of Allied Health Care, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria 3800, Australia
| | - My Linh Diep
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Vinay Krishnan
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Caroline Aird
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Cassie Cooper
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Christopher Leong
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Jeff Chen
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Nicholas Ardley
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Eldho Paul
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria 3800, Australia
| | - Mohamed Khaldoun Badawy
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
- Department of Medical Imaging and Radiation Sciences, School of Allied Health Care, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria 3800, Australia
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18
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Wismüller A, DSouza AM, Abidin AZ, Ali Vosoughi M, Gange C, Cortopassi IO, Bozovic G, Bankier AA, Batra K, Chodakiewitz Y, Xi Y, Whitlow CT, Ponnatapura J, Wendt GJ, Weinberg EP, Stockmaster L, Shrier DA, Shin MC, Modi R, Lo HS, Kligerman S, Hamid A, Hahn LD, Garcia GM, Chung JH, Altes T, Abbara S, Bader AS. Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting. NPJ Digit Med 2022; 5:120. [PMID: 35986059 PMCID: PMC9388980 DOI: 10.1038/s41746-022-00653-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 07/06/2022] [Indexed: 11/29/2022] Open
Abstract
We introduce a multi-institutional data harvesting (MIDH) method for longitudinal observation of medical imaging utilization and reporting. By tracking both large-scale utilization and clinical imaging results data, the MIDH approach is targeted at measuring surrogates for important disease-related observational quantities over time. To quantitatively investigate its clinical applicability, we performed a retrospective multi-institutional study encompassing 13 healthcare systems throughout the United States before and after the 2020 COVID-19 pandemic. Using repurposed software infrastructure of a commercial AI-based image analysis service, we harvested data on medical imaging service requests and radiology reports for 40,037 computed tomography pulmonary angiograms (CTPA) to evaluate for pulmonary embolism (PE). Specifically, we compared two 70-day observational periods, namely (i) a pre-pandemic control period from 11/25/2019 through 2/2/2020, and (ii) a period during the early COVID-19 pandemic from 3/8/2020 through 5/16/2020. Natural language processing (NLP) on final radiology reports served as the ground truth for identifying positive PE cases, where we found an NLP accuracy of 98% for classifying radiology reports as positive or negative for PE based on a manual review of 2,400 radiology reports. Fewer CTPA exams were performed during the early COVID-19 pandemic than during the pre-pandemic period (9806 vs. 12,106). However, the PE positivity rate was significantly higher (11.6 vs. 9.9%, p < 10-4) with an excess of 92 PE cases during the early COVID-19 outbreak, i.e., ~1.3 daily PE cases more than statistically expected. Our results suggest that MIDH can contribute value as an exploratory tool, aiming at a better understanding of pandemic-related effects on healthcare.
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Affiliation(s)
- Axel Wismüller
- Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA
- Department of Biomedical Engineering, University of Rochester Medical Center, Rochester, NY, USA
- Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, USA
- Faculty of Medicine, Ludwig Maximilian University of Munich, Munich, Germany
| | - Adora M DSouza
- Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, USA
| | - Anas Z Abidin
- Department of Biomedical Engineering, University of Rochester Medical Center, Rochester, NY, USA
| | - M Ali Vosoughi
- Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, USA
| | - Christopher Gange
- Department of Radiology & Biomedical Sciences, Yale University School of Medicine, New Haven, CT, USA
| | - Isabel O Cortopassi
- Department of Radiology, Mayo Clinic College of Medicine and Science, Jacksonville, FL, USA
| | - Gracijela Bozovic
- Department of Radiology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Alexander A Bankier
- Department of Radiology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Kiran Batra
- Department of Radiology, University of Texas, Southwestern Medical Center, Dallas, TX, USA
| | - Yosef Chodakiewitz
- Department of Imaging, S. Mark Taper Foundation Imaging Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Yin Xi
- Department of Radiology, University of Texas, Southwestern Medical Center, Dallas, TX, USA
| | | | | | - Gary J Wendt
- Department of Radiology, University of Wisconsin, Madison, WI, USA
| | - Eric P Weinberg
- Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Larry Stockmaster
- Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - David A Shrier
- Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Min Chul Shin
- Department of Radiology, Christiana Care Health System, Newark, DE, USA
| | - Roshan Modi
- Department of Radiology, Christiana Care Health System, Newark, DE, USA
| | - Hao Steven Lo
- Department of Radiology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Seth Kligerman
- Department of Radiology, University of California, San Diego, San Diego, CA, USA
| | - Aws Hamid
- Emory University School of Medicine, Department of Radiology and Imaging Sciences, Atlanta, GA, USA
| | - Lewis D Hahn
- Department of Radiology, University of California, San Diego, San Diego, CA, USA
| | | | - Jonathan H Chung
- Department of Radiology, University of Chicago, Chicago, IL, USA
| | | | - Suhny Abbara
- Department of Radiology, University of Texas, Southwestern Medical Center, Dallas, TX, USA
| | - Anna S Bader
- Department of Radiology & Biomedical Sciences, Yale University School of Medicine, New Haven, CT, USA.
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19
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AKIN ME. Rate and reasons of missed screening mammography in the COVID-19 pandemic from Turkey. JOURNAL OF HEALTH SCIENCES AND MEDICINE 2022. [DOI: 10.32322/jhsm.1110424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Aim: While screening mammography has been interrupted in many countries during the coronavirus disease (COVID-19) pandemic lockdowns, less is known about missed mammography screening and its reasons in the later periods of pandemic. In this study it was aimed to find out the rate and the reasons for missed mammography screening, and the associated factors in Turkey during the COVID-19 pandemic.
Material and Method: In this single center, cross-sectional observational study women who underwent mammography screening between September 1st to October 1st 2021 (15 months after the start of the COVID-19 pandemic) were recruited. A questionnaire developed for the purpose of this study was used to assess the participant characteristics, whether a screening mammography has been missed during pandemic and its reasons.
Results: The sample comprised of 144 women with a mean age of 50.2±8.0. Most of the sample were married and had children, 34.0% had chronic diseases. Ninety women (62.5%) misssed a screening mammography in the pandemic. Having equal or less than primary school education was associated with higher delay in mammography screening when compared to being having higher education (OR=2.26, 95%CI= 1.09- 4.69, p=0.027). Fear of COVID-19 transmission (92.2%) was the most common reason for missed mammography screening.
Conclusion: This study firstly demonstrated that most of the women delayed their screening mammography after the lockdown periods in the COVID-19 pandemic in Turkey and having equal or less than primary school education was associated with higher missed screening rates than having higher education levels. Effective solutions are needed to address the reasons for missed mammography screening to reduce breast cancer related morbidity and mortality both for this pandemic and for regular times.
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20
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Sister, Give Me Your Hand: a Qualitative Focus Group Study on Beliefs and Barriers to Mammography Screening in Black Women During the COVID-19 Era. J Racial Ethn Health Disparities 2022; 10:1466-1477. [PMID: 35731462 PMCID: PMC9215139 DOI: 10.1007/s40615-022-01332-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 05/12/2022] [Accepted: 05/13/2022] [Indexed: 11/24/2022]
Abstract
Aims/Purpose To evaluate current day challenges and beliefs about breast cancer screening for Black women in two diverse northeast communities in the midst of the COVID-19 pandemic. Background Breast cancer is the second leading cause of cancer-related death in women in the USA. Although Black women are less likely to be diagnosed with breast cancer, they suffer a higher mortality. Early detection of breast cancer can be accomplished through routine screening mammography, yet the effect of the COVID-19 pandemic on mammography screening barriers and perception in minority communities is uncertain. Methods Five focus group interviews were conducted as the first phase of a mixed method study across two heterogeneously diverse locations, Camden, New Jersey, and Brooklyn, New York. Results Thirty-three women participated in this study; sixteen women were recruited at the New Jersey location and seventeen at the New York location. Only two thirds of the women stated that they had received a mammogram within the last 2 years. The major themes were binary: I get screened or I do not get screened. Subthemes were categorized as patient related or system related. Conclusions Our findings on factors that affect breast cancer screening decisions during the COVID-19 era include barriers that are related to poverty and insurance status, as well as those that are related to medical mistrust and negative healthcare experiences. Community outreach efforts should concentrate on building trust, providing equitable digital access, and skillfully addressing breast health perceptions.
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21
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Yeung P, Pinson JA, Lawson M, Leong C, Badawy MK. COVID-19 pandemic and the effect of increased utilisation of mobile X-ray examinations on radiation dose to radiographers. J Med Radiat Sci 2022; 69:147-155. [PMID: 35180810 PMCID: PMC9088417 DOI: 10.1002/jmrs.570] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 01/10/2022] [Accepted: 01/18/2022] [Indexed: 12/13/2022] Open
Abstract
Introduction The use of ionising radiation results in occupational exposure to medical imaging professionals, requiring routine monitoring. This study aims to assess the effect of increased utilisation of mobile X‐ray units, mobile imaging of non‐routine body regions and radiographer work practice changes for impact on staff radiation dose during the early stages of the COVID‐19 pandemic. Methods A retrospective analysis of general radiology departments across two metropolitan hospitals was performed. Personal radiation monitor exposure reports between January 2019 and December 2020 were analysed. Statistical analysis was conducted using a Mann–Whitney U test when comparing each quarter, from 2019 to 2020. Categorical data were compared using a Chi‐squared test. Results Mobile X‐ray use during the pandemic increased approximately 1.7‐fold, with the peak usage observed in September 2020. The mobile imaging rate per month of non‐routine body regions increased from approximately 6.0–7.8%. Reported doses marginally increased during Q2, Q3 and Q4 of 2020 (in comparison to 2019 data), though was not statistically significant (Q2: P = 0.13; Q3: P = 0.31 and Q4 P = 0.32). In Q1, doses marginally decreased and were not statistically significant (P = 0.22). Conclusion Increased utilisation and work practice changes had no significant effect on reported staff radiation dose. The average reported dose remained significantly lower than the occupational dose limits for radiation workers of 20 mSv.
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Affiliation(s)
- Phoebe Yeung
- Monash Health Imaging, Monash Health, Clayton, Victoria, Australia
| | - Jo-Anne Pinson
- Monash Health Imaging, Monash Health, Clayton, Victoria, Australia.,Department of Medical Imaging, Peninsula Health, Frankston, Victoria, Australia.,Department of Medical Imaging and Radiation Sciences, School of Allied Health Care, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Michael Lawson
- Monash Health Imaging, Monash Health, Clayton, Victoria, Australia.,Faculty of Engineering, Centre of Medical and Radiation Physics, School of Physics, University of Wollongong, Keiraville, New South Wales, Australia
| | | | - Mohamed Khaldoun Badawy
- Monash Health Imaging, Monash Health, Clayton, Victoria, Australia.,Department of Medical Imaging and Radiation Sciences, School of Allied Health Care, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
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22
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Min TL, Xu L, Choi JD, Hu R, Allen JW, Reeves C, Hsu D, Duszak R, Switchenko J, Sadigh G. COVID-19 Pandemic-Associated Changes in the Acuity of Brain MRI Findings: A Secondary Analysis of Reports Using Natural Language Processing. Curr Probl Diagn Radiol 2021; 51:529-533. [PMID: 34955284 PMCID: PMC8636309 DOI: 10.1067/j.cpradiol.2021.11.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 11/15/2021] [Accepted: 11/28/2021] [Indexed: 11/22/2022]
Abstract
Rationale and Objectives We aimed to assess early COVID-19 pandemic-associated changes in brain MRI examination frequency and acuity of imaging findings acuity. Methods Using a natural language processing model, we retrospectively categorized reported findings of 12,346 brain MRI examinations performed during 6-month pre-pandemic and early pandemic time periods across a large metropolitan health system into 3 acuity levels: (1) normal or near normal; (2) incidental or chronic findings not requiring a management change; and (3) new or progressive findings requiring a management change. Brain MRI frequency and imaging finding acuity level were compared over time. Results Between March and August of 2019 (pre-pandemic) and 2020 (early pandemic), our health system brain MRI examination volumes decreased 17.0% (6745 vs 5601). Comparing calendar-matched 6-month periods, the proportion of higher acuity findings increased significantly (P< 0.001) from pre-pandemic (22.5%, 43.6% and 34.0% in acuity level 1, 2, and 3, respectively) to early pandemic periods (19.1%, 40.9%, and 40.1%). During the second 3 months of the early pandemic period, as MRI volumes recovered to near baseline, the proportion of higher acuity findings remained high (42.6% vs 34.1%) compared with a similar pre-pandemic period. In a multivariable analysis, Black (B coefficient, 0.16) and underinsured population (B coefficient, 0.33) presented with higher acuity findings (P< 0.05). Conclusions As the volume of brain MRI examinations decreased during the early COVID-19 pandemic, the relative proportion of examinations with higher acuity findings increased significantly. Pandemic-related changes in patient outcomes related to reduced imaging access merits further attention.
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Affiliation(s)
- Taejin L Min
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Liyan Xu
- Department of Computer Science, Emory University(,) Atlanta, GA
| | - Jinho D Choi
- Department of Computer Science, Emory University(,) Atlanta, GA
| | - Ranliang Hu
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Jason W Allen
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Christopher Reeves
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Derek Hsu
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Richard Duszak
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Jeffrey Switchenko
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA
| | - Gelareh Sadigh
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA.
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23
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Screening Mammography Recovery After COVID-19 Pandemic-Related Closures: Associations of Facility Access and Racial and Ethnic Screening Disparities. AJR Am J Roentgenol 2021; 218:988-996. [PMID: 34817192 DOI: 10.2214/ajr.21.26890] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Background: Screening mammography facilities closed during the COVID-19 pandemic in spring 2020. Recovery of screening volumes has varied across patient subgroups and facilities. Objective: We compared screening mammography volumes, as well as patient and facility characteristics, between pre-COVID-19 periods and early and later post-closure recovery periods. Methods: This retrospective study included screening mammograms performed in the same 2-month period (May 26-July 26) in 2019 (pre-COVID-19), 2020 (early recovery) and 2021 (late recovery, following targeted interventions to expand access), across multiple facility types (urban, suburban, community health center). Suburban sites had highest proportion of White patients as well as greatest scheduling flexibility and expanded appointments during initial reopening. Findings were compared across years. Results: For White patients, volumes decreased 36.6% from 6550 in 2019 to 4384 in 2020, and then increased 61.0% to 6579 in 2021; for patients with races other than White, volumes decreased 53.9% from 1321 in 2019 to 609 in 2020, and then increased 136.8% to 1442 in 2021. Percentage of mammograms in patients with races other than White was 16.9% in 2019, 12.2% in 2020, and 18.0% in 2021. Proportion performed at the urban center was 55.3% in 2019, 42.2% in 2020, and 45.9% in 2021; proportion at suburban sites was 34.0% in 2019, 49.2% in 2020, and 43.5% in 2021. Pre-COVID-19 volumes were reached by the sixth week after reopening for suburban sites, but not reached during early recovery for other sites. Proportion performed on Saturdays for suburban sites was similar across periods, while for the urban site was 7.6% in 2019, 5.3% in 2020, and 8.8% in 2021; the community health center did not offer Saturday appointments during recovery. Conclusion: After reopening, screening shifted from urban to suburban settings, with disproportionate screening decrease in patients with races other than White. Initial delayed access at facilities serving underserved populations exacerbated disparities. Interventions to expand access resulted in late recovery volumes exceeding prepandemic volumes in patients with races other than White. Clinical Impact: Interventions to support equitable access across facilities serving diverse patient populations may mitigate potential widening disparities in breast cancer diagnosis during the pandemic.
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24
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Alagoz O, Lowry KP, Kurian AW, Mandelblatt JS, Ergun MA, Huang H, Lee SJ, Schechter CB, Tosteson ANA, Miglioretti DL, Trentham-Dietz A, Nyante SJ, Kerlikowske K, Sprague BL, Stout NK. Impact of the COVID-19 Pandemic on Breast Cancer Mortality in the US: Estimates From Collaborative Simulation Modeling. J Natl Cancer Inst 2021; 113:1484-1494. [PMID: 34258611 PMCID: PMC8344930 DOI: 10.1093/jnci/djab097] [Citation(s) in RCA: 87] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 04/21/2021] [Accepted: 04/26/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The coronavirus disease 2019 (COVID-19) pandemic has disrupted breast cancer control through short-term declines in screening and delays in diagnosis and treatments. We projected the impact of COVID-19 on future breast cancer mortality between 2020 and 2030. METHODS Three established Cancer Intervention and Surveillance Modeling Network breast cancer models modeled reductions in mammography screening use, delays in symptomatic cancer diagnosis, and reduced use of chemotherapy for women with early-stage disease for the first 6 months of the pandemic with return to prepandemic patterns after that time. Sensitivity analyses were performed to determine the effect of key model parameters, including the duration of the pandemic impact. RESULTS By 2030, the models project 950 (model range = 860-1297) cumulative excess breast cancer deaths related to reduced screening, 1314 (model range = 266-1325) associated with delayed diagnosis of symptomatic cases, and 151 (model range = 146-207) associated with reduced chemotherapy use in women with hormone positive, early-stage cancer. Jointly, 2487 (model range = 1713-2575) excess breast cancer deaths were estimated, representing a 0.52% (model range = 0.36%-0.56%) cumulative increase over breast cancer deaths expected by 2030 in the absence of the pandemic's disruptions. Sensitivity analyses indicated that the breast cancer mortality impact would be approximately double if the modeled pandemic effects on screening, symptomatic diagnosis, and chemotherapy extended for 12 months. CONCLUSIONS Initial pandemic-related disruptions in breast cancer care will have a small long-term cumulative impact on breast cancer mortality. Continued efforts to ensure prompt return to screening and minimize delays in evaluation of symptomatic women can largely mitigate the effects of the initial pandemic-associated disruptions.
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Affiliation(s)
- Oguzhan Alagoz
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Kathryn P Lowry
- Department of Radiology, University of Washington, Seattle Cancer Care Alliance, Seattle, WA, USA
| | - Allison W Kurian
- Departments of Medicine and of Epidemiology and Population Health, Stanford University, Stanford, CA, USA
| | - Jeanne S Mandelblatt
- Department of Oncology, Georgetown University Medical Center, Georgetown University, Washington, DC, USA
| | - Mehmet A Ergun
- Department of Industrial Engineering, Istanbul Technical University, Istanbul, Turkey
| | - Hui Huang
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Sandra J Lee
- Department of Data Science, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Clyde B Schechter
- Department of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Diana L Miglioretti
- Department of Public Health Sciences, University of California at Davis, Davis, CA, USA
| | - Amy Trentham-Dietz
- Department of Population Health Sciences and the Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Sarah J Nyante
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Karla Kerlikowske
- Departments of Medicine and Epidemiology/Biostatistics, University of California at San Francisco, San Francisco, CA, USA
| | - Brian L Sprague
- Department of Surgery and the University of Vermont Cancer Center, Larner College of Medicine, University of Vermont, Burlington, VT, USA
| | - Natasha K Stout
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
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25
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Hayatghaibi SE, Trout AT, Dillman JR, Callahan M, Iyer R, Nguyen H, Riedesel E, Ayyala RS. Trends in Pediatric Appendicitis and Imaging Strategies During Covid-19 in the United States. Acad Radiol 2021; 28:1500-1506. [PMID: 34493456 PMCID: PMC8390378 DOI: 10.1016/j.acra.2021.08.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2021] [Revised: 08/05/2021] [Accepted: 08/08/2021] [Indexed: 02/06/2023]
Abstract
RATIONALE AND OBJECTIVES To determine if, during the first wave of the COVID-19 pandemic, 1) the proportion of complicated appendicitis changed, and 2) if imaging strategies for appendicitis in children changed. MATERIALS AND METHODS Retrospective cross-sectional study using administrative data from the Pediatric Health Information System, inclusive of pediatric patients diagnosed with appendicitis from March to May in 2017, 2018, 2019 and 2020. We compared trends during COVID-19 pandemic (March-May 2020) with corresponding pre-COVID-19 periods in 2017-201.9 Study outcomes were the proportion of complicated appendicitis and trends in imaging for appendicitis explained by patient-level variables. RESULTS The proportion of complicated appendicitis cases increased by 4.4 percentage points, from 46.5% pre-COVID-19 (2017-2019) to 50.9% during COVID-19 (2020), p < 0.001. Mean count of uncomplicated acute appendicitis cases decreased from pre-COVID-19 to the 2020 COVID-19 period (2017: n = 2555; 2018: n = 2679; 2019: n = 2722; 2020: n = 2231). Mean count of complicated appendicitis was unchanged between study periods (2017: n = 2189; 2018: n = 2302, 2019: n = 2442; 2020: n = 2311). Imaging approaches were largely unchanged between study periods; ultrasound was the most utilized modality in both study periods (68.3%, 70.2%; p = 0.033). CONCLUSION During the first wave of the COVID-19 pandemic, the proportion of complicated appendicitis cases increased without an absolute increase in the number of complicated appendicitis cases, but instead a decrease in the number of uncomplicated acute appendicitis diagnoses.
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Affiliation(s)
- Shireen E Hayatghaibi
- Department of Radiology, Texas Children's Hospital, Houston Texas; University of Texas, School of Public Health, Houston, Texas
| | - Andrew T Trout
- Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Jonathan R Dillman
- Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Michael Callahan
- Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Ramesh Iyer
- Department of Radiology, Seattle Children's Hospital, University of Washington School of Medicine, Seattle, Washington
| | - HaiThuy Nguyen
- Department of Radiology, Texas Children's Hospital, Houston Texas
| | - Erica Riedesel
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia; Division of Pediatric Radiology, Children's Healthcare of Atlanta Division of Pediatric Radiology, Atlanta, Georgia
| | - Rama S Ayyala
- Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH.
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26
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McGrowder DA, Miller FG, Vaz K, Anderson Cross M, Anderson-Jackson L, Bryan S, Latore L, Thompson R, Lowe D, McFarlane SR, Dilworth L. The Utilization and Benefits of Telehealth Services by Health Care Professionals Managing Breast Cancer Patients during the COVID-19 Pandemic. Healthcare (Basel) 2021; 9:1401. [PMID: 34683081 PMCID: PMC8535379 DOI: 10.3390/healthcare9101401] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 10/05/2021] [Accepted: 10/13/2021] [Indexed: 12/20/2022] Open
Abstract
Telehealth is the delivery of many health care services and technologies to individuals at different geographical areas and is categorized as asynchronously or synchronously. The coronavirus disease 2019 (COVID-19) pandemic has caused major disruptions in health care delivery to breast cancer (BCa) patients and there is increasing demand for telehealth services. Globally, telehealth has become an essential means of communication between patient and health care provider. The application of telehealth to the treatment of BCa patients is evolving and increasingly research has demonstrated its feasibility and effectiveness in improving clinical, psychological and social outcomes. Two areas of telehealth that have significantly grown in the past decade and particularly since the beginning of the COVID-19 pandemic are telerehabilitation and teleoncology. These two technological systems provide opportunities at every stage of the cancer care continuum for BCa patients. We conducted a literature review that examined the use of telehealth services via its various modes of delivery among BCa patients particularly in areas of screening, diagnosis, treatment modalities, as well as satisfaction among patients and health care professionals. The advantages of telehealth models of service and delivery challenges to patients in remote areas are discussed.
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Affiliation(s)
- Donovan A. McGrowder
- Department of Pathology, Faculty of Medical Sciences, The University of the West Indies, Kingston 7, Jamaica; (K.V.); (L.A.-J.); (L.L.); (R.T.); (D.L.); (L.D.)
| | - Fabian G. Miller
- Department of Physical Education, Faculty of Education, The Mico University College, 1A Marescaux Road, Kingston 5, Jamaica;
- Department of Biotechnology, Faculty of Science and Technology, The University of the West Indies, Kingston 7, Jamaica
| | - Kurt Vaz
- Department of Pathology, Faculty of Medical Sciences, The University of the West Indies, Kingston 7, Jamaica; (K.V.); (L.A.-J.); (L.L.); (R.T.); (D.L.); (L.D.)
| | - Melisa Anderson Cross
- School of Allied Health and Wellness, College of Health Sciences, University of Technology, Kingston 7, Jamaica;
| | - Lennox Anderson-Jackson
- Department of Pathology, Faculty of Medical Sciences, The University of the West Indies, Kingston 7, Jamaica; (K.V.); (L.A.-J.); (L.L.); (R.T.); (D.L.); (L.D.)
| | - Sophia Bryan
- Department of Basic Medical Sciences, Faculty of Medical Sciences, The University of the West Indies, Kingston 7, Jamaica;
| | - Lyndon Latore
- Department of Pathology, Faculty of Medical Sciences, The University of the West Indies, Kingston 7, Jamaica; (K.V.); (L.A.-J.); (L.L.); (R.T.); (D.L.); (L.D.)
| | - Rory Thompson
- Department of Pathology, Faculty of Medical Sciences, The University of the West Indies, Kingston 7, Jamaica; (K.V.); (L.A.-J.); (L.L.); (R.T.); (D.L.); (L.D.)
| | - Dwight Lowe
- Department of Pathology, Faculty of Medical Sciences, The University of the West Indies, Kingston 7, Jamaica; (K.V.); (L.A.-J.); (L.L.); (R.T.); (D.L.); (L.D.)
| | - Shelly R. McFarlane
- Caribbean Institute for Health Research, Faculty of Medical Sciences, The University of the West Indies, Kingston 7, Jamaica;
| | - Lowell Dilworth
- Department of Pathology, Faculty of Medical Sciences, The University of the West Indies, Kingston 7, Jamaica; (K.V.); (L.A.-J.); (L.L.); (R.T.); (D.L.); (L.D.)
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27
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Sprague BL, O'Meara ES, Lee CI, Lee JM, Henderson LM, Buist DSM, Alsheik N, Macarol T, Perry H, Tosteson ANA, Onega T, Kerlikowske K, Miglioretti DL. Prioritizing breast imaging services during the COVID pandemic: A survey of breast imaging facilities within the Breast Cancer Surveillance Consortium. Prev Med 2021; 151:106540. [PMID: 34217424 PMCID: PMC8241650 DOI: 10.1016/j.ypmed.2021.106540] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 03/25/2021] [Accepted: 03/30/2021] [Indexed: 12/18/2022]
Abstract
The COVID-19 pandemic disrupted breast cancer screening and diagnostic imaging in the United States. We sought to evaluate how medical facilities prioritized breast imaging services during periods of reduced capacity or upon re-opening after closures. In fall 2020, we surveyed 77 breast imaging facilities within the Breast Cancer Surveillance Consortium in the United States. The survey ascertained the pandemic's impact on clinical practices during March-September 2020. Nearly all facilities (97%) reported closing or operating at reduced capacity at some point during this period. All facilities were open by August 2020, though 14% were still operating at reduced capacity in September 2020. During periods of re-opening or reduced capacity, 93% of facilities reported prioritizing diagnostic breast imaging over breast cancer screening. For diagnostic imaging, facilities prioritized based on rescheduling canceled appointments (89%), specific indication for diagnostic imaging (89%), patient demand (84%), individual characteristics and risk factors (77%), and time since last imaging examination (72%). For screening mammography, facilities prioritized based on rescheduled cancelations (96%), patient demand (83%), individual characteristics and risk factors (73%), and time since last mammogram (71%). For biopsy services, more than 90% of facilities reported prioritization based on rescheduling of canceled exams, patient demand, patient characteristics and risk factors and level of suspicion on imaging. The observed patterns from this large and geographically diverse sample of facilities in the United States indicate that multiple factors were commonly used to prioritize breast imaging services during periods of reduced capacity.
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Affiliation(s)
- Brian L Sprague
- Office of Health Promotion Research, Department of Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA; Department of Radiology and University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT, USA.
| | - Ellen S O'Meara
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA, USA
| | - Christoph I Lee
- Department of Radiology, University of Washington and Seattle Cancer Care Alliance, Seattle, WA, USA
| | - Janie M Lee
- Department of Radiology, University of Washington and Seattle Cancer Care Alliance, Seattle, WA, USA
| | - Louise M Henderson
- Departments of Radiology and Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Diana S M Buist
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA, USA
| | - Nila Alsheik
- Advocate Aurora Health, System Breast Imaging, Downers Grove, IL, USA
| | - Teresita Macarol
- Advocate Aurora Health, System Breast Imaging, Downers Grove, IL, USA
| | - Hannah Perry
- Department of Radiology and University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Anna N A Tosteson
- The Dartmouth Institute for Health Policy and Clinical Practice and Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Tracy Onega
- Department of Population Health Sciences, University of Utah, Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Karla Kerlikowske
- Departments of Medicine and Epidemiology and Biostatistics, University of California, San Francisco, CA, USA; General Internal Medicine Section, Department of Veterans Affairs, University of California, San Francisco, CA, USA
| | - Diana L Miglioretti
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA, USA; Division of Biostatistics, Department of Public Health Sciences, University of California Davis, Davis, CA, USA
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28
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Sprague BL, Lowry KP, Miglioretti DL, Alsheik N, Bowles EJA, Tosteson ANA, Rauscher G, Herschorn SD, Lee JM, Trentham-Dietz A, Weaver DL, Stout NK, Kerlikowske K. Changes in Mammography Use by Women's Characteristics During the First 5 Months of the COVID-19 Pandemic. J Natl Cancer Inst 2021; 113:1161-1167. [PMID: 33778894 PMCID: PMC8083761 DOI: 10.1093/jnci/djab045] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 01/08/2021] [Accepted: 03/18/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The coronavirus disease 2019 (COVID-19) pandemic led to a near-total cessation of mammography services in the United States in mid-March 2020. It is unclear if screening and diagnostic mammography volumes have recovered to prepandemic levels and whether use has varied by women's characteristics. METHODS We collected data on 461 083 screening mammograms and 112 207 diagnostic mammograms conducted during January 2019 through July 2020 at 62 radiology facilities in the Breast Cancer Surveillance Consortium. We compared monthly screening and diagnostic mammography volumes before and during the pandemic stratified by age, race and ethnicity, breast density, and family history of breast cancer. RESULTS Screening and diagnostic mammography volumes in April 2020 were 1.1% (95% confidence interval [CI] = 0.5% to 2.4%) and 21.4% (95% CI = 18.7% to 24.4%) of the April 2019 prepandemic volumes, respectively, but by July 2020 had rebounded to 89.7% (95% CI = 79.6% to 101.1%) and 101.6% (95% CI = 93.8% to 110.1%) of the July 2019 prepandemic volumes, respectively. The year-to-date cumulative volume of screening and diagnostic mammograms performed through July 2020 was 66.2% (95% CI = 60.3% to 72.6%) and 79.9% (95% CI = 75.4% to 84.6%), respectively, of year-to-date volume through July 2019. Screening mammography rebound was similar across age groups and by family history of breast cancer. Monthly screening mammography volume in July 2020 for Black, White, Hispanic, and Asian women reached 96.7% (95% CI = 88.1% to 106.1%), 92.9% (95% CI = 82.9% to 104.0%), 72.7% (95% CI = 56.5% to 93.6%), and 51.3% (95% CI = 39.7% to 66.2%) of the July 2019 prepandemic volume, respectively. CONCLUSIONS Despite a strong overall rebound in mammography volume by July 2020, the rebound lagged among Asian and Hispanic women, and a substantial cumulative deficit in missed mammograms accumulated, which may have important health consequences.
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Affiliation(s)
- Brian L Sprague
- Office of Health Promotion Research, Department of Surgery, University of Vermont Larner College of Medicine, Burlington, VT
- Department of Radiology, University of Vermont Larner College of Medicine, Burlington, VT
- University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT
| | - Kathryn P Lowry
- Department of Radiology, University of Washington and Seattle Cancer Care Alliance, Seattle, WA
| | - Diana L Miglioretti
- Division of Biostatistics, Department of Public Health Sciences, University of California Davis, Davis, CA
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente WA, Seattle, Washington
| | - Nila Alsheik
- Advocate Caldwell Breast Center, Advocate Lutheran General Hospital, 1700 Luther Lane, Park Ridge, IL
| | - Erin J A Bowles
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente WA, Seattle, Washington
| | - Anna N A Tosteson
- The Dartmouth Institute for Health Policy and Clinical Practice and Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH
| | - Garth Rauscher
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, IL
| | - Sally D Herschorn
- Department of Radiology, University of Vermont Larner College of Medicine, Burlington, VT
- University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT
| | - Janie M Lee
- Department of Radiology, University of Washington and Seattle Cancer Care Alliance, Seattle, WA
| | - Amy Trentham-Dietz
- Department of Population Health Sciences and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI
| | - Donald L Weaver
- University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT
- Department of Pathology & Laboratory Medicine, University of Vermont Larner College of Medicine, Burlington, VT
| | - Natasha K Stout
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | - Karla Kerlikowske
- Departments of Medicine and Epidemiology and Biostatistics, University of California, San Francisco, CA
- General Internal Medicine Section, Department of Veterans Affairs, University of California, San Francisco, CA
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29
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Surasi DSS, Wang X, Bathala TK, Hwang H, Arora S, Westphalen AC, Chang SD, Turkbey B. The impact and collateral damage of COVID-19 on prostate MRI and guided biopsy operations: Society of Abdominal Radiology Prostate Cancer Disease-Focused Panel survey analysis. Abdom Radiol (NY) 2021; 46:4362-4369. [PMID: 33904992 PMCID: PMC8077193 DOI: 10.1007/s00261-021-03087-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 04/03/2021] [Accepted: 04/09/2021] [Indexed: 11/30/2022]
Abstract
The Coronavirus disease 2019 (COVID-19) pandemic has significantly affected health care systems throughout the world. A Qualtrics survey was targeted for radiologists around the world to study its effect on the operations of prostate MRI studies and biopsies. Descriptive statistics were reported. A total of 60 complete responses from five continents were included in the analysis. 70% of the responses were from academic institutions. Among all participants, the median (range) number of prostate MRI was 20 (0, 135) per week before the COVID-19 pandemic versus 10 (0, 30) during the lockdown period; the median (range) number of prostate biopsies was 4.5 (0, 60) per week before the COVID-19 versus 0 (0, 12) during the lockdown period. Among the 30% who used bowel preparation for their patients prior to MRI routinely, 11% stopped the bowel preparation due to the pandemic. 47% reported that their radiology departments faced staff disruptions, while 68% reported changes in clinic schedules in other clinical departments, particularly urology, genitourinary medical oncology, and radiation oncology. Finally, COVID-19 pandemic was found to disrupt not only the clinical prostate MRI operations but also impacted prostate MRI/biopsy research in up to 50% of institutions. The impact of this collateral damage in delaying diagnosis and treatment of prostate cancer is yet to be explored.
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Affiliation(s)
- Devaki Shilpa S Surasi
- Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Society of Abdominal Radiology, 1061 E. Main Street, Suite 300, East Dundee, IL, USA.
| | - Xuemei Wang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tharakeswara K Bathala
- Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Society of Abdominal Radiology, 1061 E. Main Street, Suite 300, East Dundee, IL, USA
| | - Hyunsoo Hwang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sandeep Arora
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
- Society of Abdominal Radiology, 1061 E. Main Street, Suite 300, East Dundee, IL, USA
| | - Antonio C Westphalen
- Departments of Radiology, Urology and Radiation Oncology, University of Washington, Seattle, WA, USA
- Society of Abdominal Radiology, 1061 E. Main Street, Suite 300, East Dundee, IL, USA
| | - Silvia D Chang
- Department of Radiology, Vancouver General Hospital, University of British Columbia, Vancouver, Canada
- Society of Abdominal Radiology, 1061 E. Main Street, Suite 300, East Dundee, IL, USA
| | - Baris Turkbey
- Department Molecular Imaging Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Society of Abdominal Radiology, 1061 E. Main Street, Suite 300, East Dundee, IL, USA
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Wilke LG, Nguyen TT, Yang Q, Hanlon BM, Wagner KA, Strickland P, Brown E, Dietz JR, Boughey JC. Analysis of the Impact of the COVID-19 Pandemic on the Multidisciplinary Management of Breast Cancer: Review from the American Society of Breast Surgeons COVID-19 and Mastery Registries. Ann Surg Oncol 2021; 28:5535-5543. [PMID: 34431019 PMCID: PMC8384097 DOI: 10.1245/s10434-021-10639-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 07/08/2021] [Indexed: 12/29/2022]
Abstract
Background The coronavirus disease 2019 (COVID-19) pandemic has resulted in rapid and regionally different approaches to breast cancer care.
Methods In order to evaluate these changes, a COVID-19-specific registry was developed within the American Society of Breast Surgeons (ASBrS) Mastery that tracked whether decisions were usual or modified for COVID-19. Data on patient care entered into the COVID-19-specific registry and the ASBrS Mastery registry from 1 March 2020 to 15 March 2021 were reviewed.
Results Overall, 177 surgeons entered demographic and treatment data on 2791 patients. Mean patient age was 62.7 years and 9.0% (252) were of African American race. Initial consultation occurred via telehealth in 6.2% (173) of patients and 1.4% (40) developed COVID-19. Mean invasive tumor size was 2.1 cm and 17.8% (411) were node-positive. In estrogen receptor-positive/human epidermal growth factor receptor 2-negative (ER+/HER2−) disease, neoadjuvant endocrine therapy (NET) was used as the usual approach in 6.9% (119) of patients and due to COVID-19 in an additional 31% (542) of patients. Patients were more likely to receive NET due to COVID-19 with increasing age and if they lived in the Northeast or Southeast (odds ratio [OR] 1.1, 2.3, and 1.7, respectively; p < 0.05). Genomic testing was performed on 51.5% (781) of estrogen-positive patients, of whom 20.7% (162) had testing on the core due to COVID-19. Patients were less likely to have core biopsy genomic testing due to COVID-19 if they were older (OR 0.89; p = 0.01) and more likely if they were node-positive (OR 4.0; p < 0.05). A change in surgical approach due to COVID-19 was reported for 5.4% (151) of patients. Conclusion The ASBrS COVID-19 registry provided a platform for monitoring treatment changes due to the pandemic, highlighting the increased use of NET.
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Affiliation(s)
- Lee G Wilke
- University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
| | | | - Qiuyu Yang
- UW Department of Surgery, Madison, WI, USA
| | | | | | | | - Eric Brown
- Comprehensive Breast Care, Troy, MI, USA
| | - Jill R Dietz
- Allegheny Health Network Cancer Institute, Pittsburgh, PA, USA
| | - Judy C Boughey
- Division of Breast and Melanoma Surgical Oncology, Department of Surgery, Mayo Clinic, Rochester, MN, USA
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Zattra O, Fraga A, Lu N, Gee MS, Liu RW, Lev MH, Brink JA, Saini S, Lang M, Succi MD. Trends in cancer imaging by indication, care setting, and hospital type during the COVID-19 pandemic and recovery at four hospitals in Massachusetts. Cancer Med 2021; 10:6327-6335. [PMID: 34355873 PMCID: PMC8420511 DOI: 10.1002/cam4.4183] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 06/11/2021] [Accepted: 07/13/2021] [Indexed: 11/24/2022] Open
Abstract
Background We aimed to investigate the effects of COVID‐19 on computed tomography (CT) imaging of cancer. Methods Cancer‐related CTs performed at one academic hospital and three affiliated community hospitals in Massachusetts were retrospectively analyzed. Three periods of 2020 were considered as follows: pre‐COVID‐19 (1/5/20–3/14/20), COVID‐19 peak (3/15/20–5/2/20), and post‐COVID‐19 peak (5/3/20–11/14/20). 15 March 2020 was the day a state of emergency was declared in MA; 3 May 2020 was the day our hospitals resumed to non‐urgent imaging. The volumes were assessed by (1) Imaging indication: cancer screening, initial workup, active cancer, and surveillance; (2) Care setting: outpatient and inpatient, ED; (3) Hospital type: quaternary academic center (QAC), university‐affiliated community hospital (UACH), and sole community hospitals (SCHs). Results During the COVID‐19 peak, a significant drop in CT volumes was observed (−42.2%, p < 0.0001), with cancer screening, initial workup, active cancer, and cancer surveillance declining by 81.7%, 54.8%, 30.7%, and 44.7%, respectively (p < 0.0001). In the post‐COVID‐19 peak period, cancer screening and initial workup CTs did not recover (−11.7%, p = 0.037; −20.0%, p = 0.031), especially in the outpatient setting. CT volumes for active cancer recovered, but inconsistently across hospital types: the QAC experienced a 9.4% decline (p = 0.022) and the UACH a 41.5% increase (p < 0.001). Outpatient CTs recovered after the COVID‐19 peak, but with a shift in utilization away from the QAC (−8.7%, p = 0.020) toward the UACH (+13.3%, p = 0.013). Inpatient and ED‐based oncologic CTs increased post‐peak (+20.0%, p = 0.004 and +33.2%, p = 0.009, respectively). Conclusions Cancer imaging was severely impacted during the COVID‐19 pandemic. CTs for cancer screening and initial workup did not recover to pre‐COVID‐19 levels well into 2020, a finding that suggests more patients with advanced cancers may present in the future. A redistribution of imaging utilization away from the QAC and outpatient settings, toward the community hospitals and inpatient setting/ED was observed.
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Affiliation(s)
- Ottavia Zattra
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Anthony Fraga
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Nancy Lu
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Michael S Gee
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Raymond W Liu
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Michael H Lev
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - James A Brink
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Sanjay Saini
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Min Lang
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Marc D Succi
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, Massachusetts, USA
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Xu Y, Mandal I, Lam S, Troumpoukis N, Uberoi R, Sabharwal T, Makris GC. Impact of the COVID-19 pandemic on interventional radiology services across the world. Clin Radiol 2021; 76:621-625. [PMID: 34090708 PMCID: PMC8133525 DOI: 10.1016/j.crad.2021.05.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 05/05/2021] [Indexed: 12/14/2022]
Abstract
AIM To review data on the impact of the COVID-19 pandemic on interventional radiology (IR) services. MATERIALS AND METHODS A systematic review of the available studies was performed according to the PRISMA guidelines. RESULTS A total of 14 studies met the inclusion criteria. IR caseload reduced between 16.8-80%, with elective activity affected more than emergency work. Trainees also experienced a 11-51.9% reduction in case volumes and many were redeployed to critical care. IR departments re-organised operations and personnel, and many continued to offer 24/7 services and support critical care areas through redeployment of staff. The majority of studies report no significant issues with the availability of personal protective equipment and that local or national governing body or radiology society guidelines were followed. CONCLUSION The COVID-19 pandemic reduced case volumes and training opportunities. IR departments showed flexibility in service delivery. The lessons learned offer novel insights into how services and training can be reorganised to ensure that IR continues to thrive.
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Affiliation(s)
- Y Xu
- Department of Radiology, Imperial College Healthcare NHS Trust, Paddington, London, W2 1NY, UK
| | - I Mandal
- Department of Radiology, Royal Berkshire Hospital, Reading, RG1 5AN, UK; UK National Interventional Radiology Trainee Research (UNITE) Collaborative, St Thomas Hospital, SE1 7EH, UK
| | - S Lam
- UK National Interventional Radiology Trainee Research (UNITE) Collaborative, St Thomas Hospital, SE1 7EH, UK; Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, E1 2AD, UK
| | - N Troumpoukis
- Alfa Institute of Biomedical Sciences, Neapoleos 9, Marousi, Athens, Greece; Radiology Department, University Hospital of Lewisham, London, SE13 6LH, UK
| | - R Uberoi
- Department of Interventional Radiology, Oxford University Hospitals, NHS Foundation Trust, Oxford, OX3 9DU, UK
| | - T Sabharwal
- Department of Interventional Radiology, Guys & St Thomas NHS Foundation Trust, London, SE1 9RS, UK
| | - G C Makris
- UK National Interventional Radiology Trainee Research (UNITE) Collaborative, St Thomas Hospital, SE1 7EH, UK; Alfa Institute of Biomedical Sciences, Neapoleos 9, Marousi, Athens, Greece; Radiology Department, University Hospital of Lewisham, London, SE13 6LH, UK; Department of Interventional Radiology, Guys & St Thomas NHS Foundation Trust, London, SE1 9RS, UK.
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Amornsiripanitch N, Chikarmane SA, Bay CP, Giess CS. Patients characteristics related to screening mammography cancellation and rescheduling rates during the COVID-19 pandemic. Clin Imaging 2021; 80:205-210. [PMID: 34340204 PMCID: PMC8320406 DOI: 10.1016/j.clinimag.2021.07.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 07/01/2021] [Accepted: 07/19/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE To identify patient characteristics associated with screening mammography cancellations and rescheduling during the COVID-19 pandemic. METHODS Scheduled screening mammograms during three time periods were retrospectively reviewed: state-mandated shutdown (3/17/2020-6/16/2020) during which screening mammography was cancelled, a period of 2 months immediately after screening mammography resumed (6/17/2020-8/16/2020), and a representative period prior to COVID-19 (6/17/2019-8/16/2019). Relative risk of cancellation before COVID-19 and after reopening was compared for age, race/ethnicity, insurance, history of chronic disease, and exam location, controlling for other collected variables. Risk of failure to reschedule was similarly compared between all 3 time periods. RESULTS Overall cancellation rate after reopening was higher than before shutdown (7663/16595, 46% vs 5807/15792, 37%; p < 0.001). Relative risk of cancellation after reopening increased with age (1.20 vs 1.27 vs 1.36 for ages at 25th, 50th, and 75th quartile or 53, 61, and 70 years, respectively, p < 0.001). Relative risk of cancellation was also higher among Medicare patients (1.41) compared to Medicaid and those with other providers (1.26 and 1.21, respectively, p < 0.001) and non-whites compared to whites (1.34 vs 1.25, p = 0.03). Rescheduling rate during shutdown was higher than before COVID-19 and after reopening for all patients (10,658/13593, 78%, 3569/5807, 61%, and 4243/7663, respectively, 55%, p < 0.001). Relative risk of failure to reschedule missed mammogram was higher in hospitals compared to outpatient settings both during shutdown and after reopening (0.62 vs 0.54, p = 0.005 and 1.29 vs 1.03, p < 0.001, respectively). CONCLUSION Minority race/ethnicity, Medicare insurance, and advanced age were associated with increased risk of screening mammogram cancellation during COVID-19.
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Affiliation(s)
- Nita Amornsiripanitch
- Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115, United States of America.
| | - Sona A Chikarmane
- Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115, United States of America.
| | - Camden P Bay
- Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115, United States of America.
| | - Catherine S Giess
- Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, 1620 Tremont Street, Boston, MA 02120, United States of America.
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Sreedharan S, Mian M, McArdle DJT, Rhodes A. The impact of the COVID-19 pandemic on diagnostic imaging services in Australia. J Med Imaging Radiat Oncol 2021; 66:377-384. [PMID: 34288493 PMCID: PMC8441785 DOI: 10.1111/1754-9485.13291] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 07/02/2021] [Indexed: 12/17/2022]
Abstract
Introduction The COVID‐19 pandemic is driving unprecedented changes in healthcare services worldwide. This study aimed to quantify the impact of the first wave of the COVID‐19 pandemic on diagnostic imaging services in Australia using an interrupted time series model. Methods Monthly data were extracted from the Australian Medicare Benefits Schedule for all diagnostic imaging services performed between January 2016 and December 2019. Holt‐Winters forecasting models were developed for total imaging services as well as for each imaging modality. The models were used to predict monthly data between January 2020 and June 2020 with a 95% confidence interval (P < 0.05). Absolute and percentage residual differences (RD) between observed and predicted services for this time period were calculated. Results There were statistically significant reductions in total imaging services performed in March 2020 (RD: −332260, −13.1%, 95% CI: −17.5% to −8.4%), April 2020 (RD: −716957, −32.4%, 95% CI: −36.2% to −28.1%) and May 2020 (RD: −571634, −21.4%, 95% CI: −25.1% to −17.3%). Nuclear medicine and CT services were relatively less impacted than general radiography, ultrasound, and MRI services. There was also a statistically significant increase in nuclear medicine and CT services performed in June 2020 compared to predicted values. Conclusions During the first wave of COVID‐19 in Australia, there was a significant reduction in total diagnostic imaging services, with variable impacts on different imaging modalities. These findings may have significant public health implications and can be used to inform evidence‐based strategies in the recovery phase of the pandemic.
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Affiliation(s)
| | - Mustafa Mian
- Melbourne Medical School, University of Melbourne, Melbourne, Victoria, Australia
| | | | - Alexander Rhodes
- Department of Radiology, Royal Melbourne Hospital, Melbourne, Victoria, Australia.,Department of Radiology, University of Melbourne, Melbourne, Victoria, Australia
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Milch HS, Grimm LJ, Plimpton SR, Tran K, Markovic D, Dontchos BN, Destounis S, Dialani V, Dogan BE, Sonnenblick EB, Zuley ML, Dodelzon K. COVID-19 and Breast Radiologist Wellness: Impact of Gender, Financial Loss, and Childcare Need. J Am Coll Radiol 2021; 18:1017-1026. [PMID: 33766645 PMCID: PMC7919511 DOI: 10.1016/j.jacr.2021.02.022] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 02/16/2021] [Accepted: 02/17/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE The purpose of this study was to evaluate the emotional and financial impact of coronavirus disease 2019 (COVID-19) on breast radiologists to understand potential consequences on physician wellness and gender disparities in radiology. METHODS A 41-question survey was distributed from June to September 2020 to members of the Society of Breast Imaging and the National Consortium of Breast Centers. Psychological distress and financial loss scores were calculated on the basis of survey responses and compared across gender and age subgroups. A multivariate logistic model was used to identify factors associated with psychological distress scores. RESULTS A total of 628 surveys were completed (18% response rate); the mean respondent age was 52 ± 10 years, and 79% were women. Anxiety was reported by 68% of respondents, followed by sadness (41%), sleep problems (36%), anger (25%), and depression (23%). A higher psychological distress score correlated with female gender (odds ratio [OR], 1.9; P = .001), younger age (OR, 0.8 per SD; P = .005), and a higher financial loss score (OR, 1.4; P < .0001). Participants whose practices had not initiated wellness efforts specific to COVID-19 (54%) had higher psychological distress scores (OR, 1.4; P = .03). Of those with children at home, 38% reported increased childcare needs, higher in women than men (40% versus 29%, P < .001). Thirty-seven percent reported that childcare needs had adversely affected their jobs, which correlated with higher psychological distress scores (OR, 2.2-3.3; P < .05). CONCLUSIONS Psychological distress was highest among younger and female respondents and those with greater pandemic-specific childcare needs and financial loss. Practice-initiated COVID-19-specific wellness efforts were associated with decreased psychological distress. Policies are needed to mitigate pandemic-specific burnout and worsening gender disparities.
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Affiliation(s)
- Hannah S Milch
- Department of Radiology, David Geffen School of Medicine at UCLA, Los Angeles, California.
| | - Lars J Grimm
- Department of Radiology, Duke University Medical Center, Durham, North Carolina
| | - S Reed Plimpton
- Department of Radiology, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Khai Tran
- Division of Breast Imaging, SutterHealth, Sacramento, California
| | - Daniela Markovic
- Department of Radiology, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Brian N Dontchos
- Director of Special Projects, Division of Breast Imaging, SutterHealth, Sacramento, California; Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Stamatia Destounis
- Managing Partner, Director Clinical Research, Department of Radiology, Elizabeth Wende Breast Care, Rochester, New York
| | - Vandana Dialani
- Chief, Breast Imaging, Co-Director, Breast Care Center, Department of Radiology, Beth Israel Lahey Health, Boston, Massachusetts
| | - Basak E Dogan
- Director of Breast Imaging Research, Eugene P. Frenkel, M.D. Scholar in Clinical Medicine, Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Emily B Sonnenblick
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Margarita L Zuley
- Vice Chair, Quality and Strategic Development, Chief, Division of Breast Imaging, Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Katerina Dodelzon
- Associate Program Director, Diagnostic Radiology Residency, Associate Fellowship Director, Breast Imaging, Physician Leader David H. Koch site at New York-Presbyterian, Department Champion-Transgender Care, Department of Radiology, Weill Cornell at NewYork-Presbyterian, New York, New York
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Potter DA, Thomas A, Rugo HS. A Neoadjuvant Chemotherapy Trial for Early Breast Cancer is Impacted by COVID-19: Addressing Vaccination and Cancer Trials Through Education, Equity, and Outcomes. Clin Cancer Res 2021; 27:4486-4490. [PMID: 34108186 DOI: 10.1158/1078-0432.ccr-21-1133] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/14/2021] [Accepted: 06/03/2021] [Indexed: 11/16/2022]
Abstract
While COVID-19 vaccine distribution has addressed vulnerabilities related to age and comorbidities, there is a need to ensure vaccination of patients with cancer receiving experimental and routine treatment, where interruption of treatment by infection is likely to result in inferior outcomes. Among patients with cancer, those undergoing neoadjuvant chemotherapy (NAC) or adjuvant chemotherapy (Adj chemo) for early breast cancer (EBC) are at particularly high risk for inferior outcomes, in part, because optimal timing of chemotherapy is essential for promoting distant disease-free survival. COVID-19 data from the ongoing multicenter I-SPY 2 trial of NAC for EBC provides a window into the magnitude of the problem of treatment interruption, not only for the trial itself but also for routine Adj chemo. In the I-SPY 2 trial, 4.5% of patients had disruption of therapy by COVID-19, prior to wide vaccine availability, suggesting that nationally up to 5,700 patients with EBC were at risk for adverse outcomes from COVID-19 infection in 2020. To address this problem, vaccine education and public engagement are essential to overcome hesitancy, while equity of distribution is needed to address access. To accomplish these goals, healthcare organizations (HCO) need to not only call out disinformation but also engage the public with vaccine education and find common ground for vaccine acceptance, while partnering with state/local governments to improve efficiency of vaccine distribution. These approaches are important to improve trial access and to reduce susceptibility to COVID-19, as the pandemic could continue to impact access to clinical trials and routine cancer treatment.
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Affiliation(s)
- David A Potter
- University of Minnesota Division of Hematology, Oncology and Transplantation, Masonic Cancer Center, Minneapolis, Minnesota.
| | - Alexandra Thomas
- Wake Forest Baptist Health Comprehensive Cancer Center, Winston-Salem, North Carolina
| | - Hope S Rugo
- University of California San Francisco Comprehensive Cancer Center, San Francisco, California
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Tay YX, Kothan S, Kada S, Cai S, Lai CWK. Challenges and optimization strategies in medical imaging service delivery during COVID-19. World J Radiol 2021; 13:102-121. [PMID: 34141091 PMCID: PMC8188837 DOI: 10.4329/wjr.v13.i5.102] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 04/10/2021] [Accepted: 05/10/2021] [Indexed: 02/06/2023] Open
Abstract
In coronavirus disease 2019 (COVID-19), medical imaging plays an essential role in the diagnosis, management and disease progression surveillance. Chest radiography and computed tomography are commonly used imaging techniques globally during this pandemic. As the pandemic continues to unfold, many healthcare systems worldwide struggle to balance the heavy strain due to overwhelming demand for healthcare resources. Changes are required across the entire healthcare system and medical imaging departments are no exception. The COVID-19 pandemic had a devastating impact on medical imaging practices. It is now time to pay further attention to the profound challenges of COVID-19 on medical imaging services and develop effective strategies to get ahead of the crisis. Additionally, preparation for operations and survival in the post-pandemic future are necessary considerations. This review aims to comprehensively examine the challenges and optimization of delivering medical imaging services in relation to the current COVID-19 global pandemic, including the role of medical imaging during these challenging times and potential future directions post-COVID-19.
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Affiliation(s)
- Yi Xiang Tay
- Radiography Department, Singapore General Hospital, Singapore 169608, Singapore
| | - Suchart Kothan
- Center of Radiation Research and Medical Imaging, Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai 50000, Thailand
| | - Sundaran Kada
- Faculty of Health and Social Sciences, Western Norway University of Applied Sciences, Bergen Postbox 7030, 5020 Bergen, Norway
| | - Sihui Cai
- Radiography Department, Singapore General Hospital, Singapore 169608, Singapore
| | - Christopher Wai Keung Lai
- Department of Health and Social Sciences, Singapore Institute of Technology, Singapore 138683, Singapore
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Miller MM, Meneveau MO, Rochman CM, Schroen AT, Lattimore CM, Gaspard PA, Cubbage RS, Showalter SL. Impact of the COVID-19 pandemic on breast cancer screening volumes and patient screening behaviors. Breast Cancer Res Treat 2021; 189:237-246. [PMID: 34032985 PMCID: PMC8145189 DOI: 10.1007/s10549-021-06252-1] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 05/04/2021] [Indexed: 12/14/2022]
Abstract
Purpose In order to facilitate targeted outreach, we sought to identify patient populations with a lower likelihood of returning for breast cancer screening after COVID-19-related imaging center closures. Methods Weekly total screening mammograms performed throughout 2019 (baseline year) and 2020 (COVID-19-impacted year) were compared. Demographic and clinical characteristics, including age, race, ethnicity, breast density, breast cancer history, insurance status, imaging facility type used, and need for interpreter, were compared between patients imaged from March 16 to October 31 in 2019 (baseline cohort) and 2020 (COVID-19-impacted cohort). Census data and an online map service were used to impute socioeconomic variables and calculate travel times for each patient. Logistic regression was used to identify patient characteristics associated with a lower likelihood of returning for screening after COVID-19-related closures. Results The year-over-year cumulative difference in screening mammogram volumes peaked in week 21, with 2962 fewer exams in the COVID-19-impacted year. By week 47, this deficit had reduced by 49.4% to 1498. A lower likelihood of returning for screening after COVID-19-related closures was independently associated with younger age (odds ratio (OR) 0.78, p < 0.001), residence in a higher poverty area (OR 0.991, p = 0.014), lack of health insurance (OR 0.65, p = 0.007), need for an interpreter (OR 0.68, p = 0.029), longer travel time (OR 0.998, p < 0.001), and utilization of mobile mammography services (OR 0.27, p < 0.001). Conclusion Several patient factors are associated with a lower likelihood of returning for screening mammography after COVID-19-related closures. Knowledge of these factors can guide targeted outreach to vulnerable patients to facilitate breast cancer screening. Supplementary Information The online version contains supplementary material available at 10.1007/s10549-021-06252-1.
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Affiliation(s)
- Matthew M Miller
- Department of Radiology and Medical Imaging, University of Virginia Health System, 1215 Lee St., Charlottesville, VA, 22903, USA.
| | - Max O Meneveau
- Department of Surgery, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Carrie M Rochman
- Department of Radiology and Medical Imaging, University of Virginia Health System, 1215 Lee St., Charlottesville, VA, 22903, USA
| | - Anneke T Schroen
- Department of Surgery, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Courtney M Lattimore
- Department of Surgery, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Patricia A Gaspard
- Department of Radiology and Medical Imaging, University of Virginia Health System, 1215 Lee St., Charlottesville, VA, 22903, USA
| | - Richard S Cubbage
- Department of Radiology and Medical Imaging, University of Virginia Health System, 1215 Lee St., Charlottesville, VA, 22903, USA
| | - Shayna L Showalter
- Department of Surgery, University of Virginia School of Medicine, Charlottesville, VA, USA
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COVID-19: A call for mentorship in radiology. Clin Imaging 2021; 79:48-51. [PMID: 33872916 PMCID: PMC8452276 DOI: 10.1016/j.clinimag.2021.04.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 03/15/2021] [Accepted: 04/08/2021] [Indexed: 01/20/2023]
Abstract
During the COVID-19 pandemic, mentorship relationships have undergone significant strain. Sudden changes in the practice environment have caused radiologists to focus their attention to more immediate and essential clinical needs, thus leaving important extracurricular non-clinical endeavors like mentorship by the wayside. However, mentorship is essential more than ever during the pandemic to build strength and resilience in radiology. Specifically, mentorship can foster job resilience, facilitate career development, promote diversity, support wellness, and stimulate future practice growth during this pandemic. Practical actions are described that mentors can follow to help develop and sustain mentorship relationships during the pandemic. Summary Mentorship is critical now during the COVID-19 pandemic to build strength and resilience in radiology.
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Carlon T, Finkelstein M, Maron SZ, Goldman D, Kihira S, Marinelli B, Dayan E, Sullivan N, Hart J, Doshi AH, Delman BN, Lookstein R, Drayer BP. Sources of Revenue Loss and Recovery in Radiology Practices During the Coronavirus Disease 2019 (COVID-19) Pandemic. Acad Radiol 2021; 28:447-456. [PMID: 33495075 PMCID: PMC7813500 DOI: 10.1016/j.acra.2021.01.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 01/07/2021] [Accepted: 01/11/2021] [Indexed: 02/06/2023]
Abstract
Rationale and Objectives This study seeks to quantify the financial impact of COVID-19 on radiology departments, and to describe the structure of both volume and revenue recovery. Materials and Methods Radiology studies from a large academic health system were retrospectively studied from the first 33 weeks of 2020. Volume and work relative value unit (wRVU) data were aggregated on a weekly basis for three periods: Presurge (weeks 1–9), surge (10–19), and recovery (20–33), and analyzed compared to the pre-COVID baseline stratified by modality, specialty, patient service location, and facility type. Mean and median wRVU per study were used as a surrogate for case complexity. Results During the pandemic surge, case volumes fell 57%, while wRVUs fell by 69% relative to the pre-COVID-19 baseline. Mean wRVU per study was 1.13 in the presurge period, 1.03 during the surge, and 1.19 in the recovery. Categories with the greatest mean complexity declines were radiography (−14.7%), cardiothoracic imaging (−16.2%), and community hospitals overall (−15.9%). Breast imaging (+6.5%), interventional (+5.5%), and outpatient (+12.1%) complexity increased. During the recovery, significant increases in complexity were seen in cardiothoracic (0.46 to 0.49), abdominal (1.80 to 1.91), and neuroradiology (2.46 to 2.56) at stand-alone outpatient centers with similar changes at community hospitals. At academic hospitals, only breast imaging complexity remained elevated (1.32 from 1.17) during the recovery. Conclusion Reliance on volume alone underestimates the financial impact of the COVID-19 pandemic as there was a disproportionate loss in high-RVU studies. However, increased complexity of outpatient cases has stabilized overall losses during the recovery.
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Affiliation(s)
- Timothy Carlon
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029.
| | - Mark Finkelstein
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Samuel Z Maron
- Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, New York
| | - Daryl Goldman
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Shingo Kihira
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Brett Marinelli
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Etan Dayan
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Nisha Sullivan
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - John Hart
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Amish H Doshi
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Bradley N Delman
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Robert Lookstein
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Burton P Drayer
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
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Moynihan R, Sanders S, Michaleff ZA, Scott AM, Clark J, To EJ, Jones M, Kitchener E, Fox M, Johansson M, Lang E, Duggan A, Scott I, Albarqouni L. Impact of COVID-19 pandemic on utilisation of healthcare services: a systematic review. BMJ Open 2021; 11:e045343. [PMID: 33727273 PMCID: PMC7969768 DOI: 10.1136/bmjopen-2020-045343] [Citation(s) in RCA: 588] [Impact Index Per Article: 196.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 12/21/2020] [Accepted: 02/02/2021] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES To determine the extent and nature of changes in utilisation of healthcare services during COVID-19 pandemic. DESIGN Systematic review. ELIGIBILITY Eligible studies compared utilisation of services during COVID-19 pandemic to at least one comparable period in prior years. Services included visits, admissions, diagnostics and therapeutics. Studies were excluded if from single centres or studied only patients with COVID-19. DATA SOURCES PubMed, Embase, Cochrane COVID-19 Study Register and preprints were searched, without language restrictions, until 10 August, using detailed searches with key concepts including COVID-19, health services and impact. DATA ANALYSIS Risk of bias was assessed by adapting the Risk of Bias in Non-randomised Studies of Interventions tool, and a Cochrane Effective Practice and Organization of Care tool. Results were analysed using descriptive statistics, graphical figures and narrative synthesis. OUTCOME MEASURES Primary outcome was change in service utilisation between prepandemic and pandemic periods. Secondary outcome was the change in proportions of users of healthcare services with milder or more severe illness (eg, triage scores). RESULTS 3097 unique references were identified, and 81 studies across 20 countries included, reporting on >11 million services prepandemic and 6.9 million during pandemic. For the primary outcome, there were 143 estimates of changes, with a median 37% reduction in services overall (IQR -51% to -20%), comprising median reductions for visits of 42% (-53% to -32%), admissions 28% (-40% to -17%), diagnostics 31% (-53% to -24%) and for therapeutics 30% (-57% to -19%). Among 35 studies reporting secondary outcomes, there were 60 estimates, with 27 (45%) reporting larger reductions in utilisation among people with a milder spectrum of illness, and 33 (55%) reporting no difference. CONCLUSIONS Healthcare utilisation decreased by about a third during the pandemic, with considerable variation, and with greater reductions among people with less severe illness. While addressing unmet need remains a priority, studies of health impacts of reductions may help health systems reduce unnecessary care in the postpandemic recovery. PROSPERO REGISTRATION NUMBER CRD42020203729.
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Affiliation(s)
- Ray Moynihan
- Institute for Evidence-Based Healthcare, Bond University, Gold Coast, Queensland, Australia
| | - Sharon Sanders
- Institute for Evidence-Based Healthcare, Bond University, Gold Coast, Queensland, Australia
| | - Zoe A Michaleff
- Institute for Evidence-Based Healthcare, Bond University, Gold Coast, Queensland, Australia
| | - Anna Mae Scott
- Institute for Evidence-Based Healthcare, Bond University, Gold Coast, Queensland, Australia
| | - Justin Clark
- Institute for Evidence-Based Healthcare, Bond University, Gold Coast, Queensland, Australia
| | - Emma J To
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Mark Jones
- Institute for Evidence-Based Healthcare, Bond University, Gold Coast, Queensland, Australia
| | - Eliza Kitchener
- Faculty of Medicine, Dentistry and Health, Griffith University, Brisbane, Queensland, Australia
| | - Melissa Fox
- Health Consumers Queensland, Adelaide, Queensland, Queensland
| | | | - Eddy Lang
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Anne Duggan
- Australian Commission on Safety and Quality in Healthcare, Sydney, New South Wales, Australia
| | - Ian Scott
- Internal Medicine and Clinical Epidemiology, Princess Alexander Hospital, Brisbane, Queensland, Australia
| | - Loai Albarqouni
- Institute for Evidence-Based Healthcare, Bond University, Gold Coast, Queensland, Australia
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Nyante SJ, Benefield TS, Kuzmiak CM, Earnhardt K, Pritchard M, Henderson LM. Population-level impact of coronavirus disease 2019 on breast cancer screening and diagnostic procedures. Cancer 2021; 127:2111-2121. [PMID: 33635541 PMCID: PMC8013451 DOI: 10.1002/cncr.33460] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 12/22/2020] [Accepted: 12/24/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND To understand how health care delays may affect breast cancer detection, the authors quantified changes in breast‐related preventive and diagnostic care during the coronavirus disease 2019 (COVID‐19) pandemic. METHODS Eligible women (N = 39,444) were aged ≥18 years and received a screening mammogram, diagnostic mammogram, or breast biopsy between January 1, 2019 and September 30, 2020, at 7 academic and community breast imaging facilities in North Carolina. Changes in the number of mammography or breast biopsy examinations after March 3, 2020 (the first COVID‐19 diagnosis in North Carolina) were evaluated and compared with the expected numbers based on trends between January 1, 2019 and March 2, 2020. Changes in the predicted mean monthly number of examinations were estimated using interrupted time series models. Differences in patient characteristics were tested using least squares means regression. RESULTS Fewer examinations than expected were received after the pandemic's onset. Maximum reductions occurred in March 2020 for screening mammography (−85.1%; 95% CI, −100.0%, −70.0%) and diagnostic mammography (−48.9%; 95% CI, −71.7%, −26.2%) and in May 2020 for biopsies (−40.9%; 95% CI, −57.6%, −24.3%). The deficit decreased gradually, with no significant difference between observed and expected numbers by July 2020 (diagnostic mammography) and August 2020 (screening mammography and biopsy). Several months after the pandemic's onset, women who were receiving care had higher predicted breast cancer risk (screening mammography, P < .001) and more commonly lacked insurance (diagnostic mammography, P < .001; biopsy, P < .001) compared with the prepandemic population. CONCLUSIONS Pandemic‐associated deficits in the number of breast examinations decreased over time. Utilization differed by breast cancer risk and insurance status, but not by age or race/ethnicity. Long‐term studies are needed to clarify the contribution of these trends to breast cancer disparities. In this observational study, the use of screening mammography, diagnostic mammography, and breast biopsy is significantly lower than expected after the onset of the COVID‐19 pandemic in North Carolina, but the deficits decrease over time. Health insurance status and predicted breast cancer risk are identified as predictors of mammography and biopsy receipt during the pandemic.
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Affiliation(s)
- Sarah J Nyante
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Thad S Benefield
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Cherie M Kuzmiak
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kathryn Earnhardt
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Michael Pritchard
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Louise M Henderson
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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Coppola F, Faggioni L, Neri E, Grassi R, Miele V. Impact of the COVID-19 outbreak on the profession and psychological wellbeing of radiologists: a nationwide online survey. Insights Imaging 2021; 12:23. [PMID: 33595747 PMCID: PMC7887566 DOI: 10.1186/s13244-021-00962-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 01/04/2021] [Indexed: 01/08/2023] Open
Abstract
Background The COVID-19 outbreak has played havoc within healthcare systems, with radiology sharing a substantial burden. Our purpose is to report findings from a survey on the crisis impact among members of the Italian Society of Medical and Interventional Radiology (SIRM). Methods All members were invited to a 42-question online survey about the impact of the COVID-19 outbreak on personal and family life, professional activity, socioeconomic and psychological condition. Participants were classified based on working in the most severely affected Italian regions (“hot regions”) or elsewhere. Results A total of 2150 radiologists joined the survey. More than 60% of respondents estimated a workload reduction greater than 50%, with a higher prevalence among private workers in hot regions (72.7% vs 66.5% elsewhere, p = 0.1010). Most respondents were concerned that the COVID-19 outbreak could impact the management of non-COVID-19 patients and expected a work overload after the crisis. More than 40% were moderately or severely worried that their professional activity could be damaged, and most residents believed that their training had been affected. More than 50% of respondents had increased emotional stress at work, including moderate or severe symptoms due to sleep disturbances, feeling like living in slow motion and having negative thoughts, those latter being more likely in single-living respondents from hot regions [log OR 0.7108 (CI95% 0.3445 ÷ 1.0770), p = 0.0001]. Conclusions The COVID-19 outbreak has had a sensible impact on the working and personal life of SIRM members, with more specific criticalities in hot regions. Our findings could aid preserving the radiologists’ wellbeing after the crisis.
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Affiliation(s)
- Francesca Coppola
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Lorenzo Faggioni
- Department of Translational Research, University of Pisa, Via Roma, 67, 56126, Pisa, Italy.
| | - Emanuele Neri
- Department of Translational Research, University of Pisa, Via Roma, 67, 56126, Pisa, Italy.,SIRM Foundation, Italian Society of Medical and Interventional Radiology, Milan, Italy
| | - Roberto Grassi
- Department of Precision Medicine, University of Campania, Naples, Italy
| | - Vittorio Miele
- Department of Radiology, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
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Abstract
"Starting in Wuhan, China, followed quickly in the United States in January 2020, an outbreak of a novel coronavirus, or COVID-19, escalated to a global pandemic by March. Significant disruptions occurred to breast imaging, including deferred screening mammography, triaging diagnostic breast imaging, and changes in breast cancer care algorithms. This article summarizes the effect of the global pandemic-and efforts to curtail its spread-on both breast cancer care and on breast imaging practices including effects on patients, clinical workflow, education, and research."
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Affiliation(s)
- Phoebe E Freer
- Breast Imaging, Department of Radiology and Imaging Sciences, University of Utah Health / Huntsman Cancer Institute, 30 North 1900 East #1A071, Salt Lake City, UT 84132, USA.
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Poyiadji N, Klochko C, Palazzolo J, Brown ML, Griffith B. Impact of the COVID-19 pandemic on radiology physician work RVUs at a large subspecialized radiology practice. Clin Imaging 2020; 73:38-42. [PMID: 33302235 PMCID: PMC7718781 DOI: 10.1016/j.clinimag.2020.11.046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 11/13/2020] [Accepted: 11/24/2020] [Indexed: 11/26/2022]
Abstract
PURPOSE As the COVID-19 pandemic continues, efforts by radiology departments to protect patients and healthcare workers and mitigate disease spread have reduced imaging volumes. This study aims to quantify the pandemic's impact on physician productivity across radiology practice areas as measured by physician work Relative Value Units (wRVUs). MATERIALS AND METHODS All signed diagnostic and procedural radiology reports were curated from January 1st to July 1st of 2019 and 2020. Physician work RVUs were assigned to each study type based on the Medicare Physician Fee Schedule. Utilizing divisional assignments, radiologist schedules were mapped to each report to generate a sum of wRVUs credited to that division for each week. Differential impact on divisions were calculated relative to a matched timeframe in 2019 and a same length pre-pandemic time period in 2020. RESULTS All practice areas saw a substantial decrease in wRVUs from the 2020 pre- to intra-pandemic time period with a mean decrease of 51.5% (range 15.4%-76.9%). The largest declines were in Breast imaging, Musculoskeletal, and Neuroradiology, which had decreases of 76.9%, 75.3%, and 67.5%, respectively. The modalities with the greatest percentage decrease were mammography, MRI, and non-PET nuclear medicine. CONCLUSION All radiology practice areas and modalities experienced a substantial decrease in wRVUs. The greatest decline was in Breast imaging, Neuroradiology, and Musculoskeletal radiology. Understanding the differential impact of the pandemic on practice areas will help radiology departments prepare for the potential depth and duration of the pandemic by better understanding staffing needs and the financial effects.
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Affiliation(s)
- Neo Poyiadji
- Department of Radiology, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI 48202, United States of America.
| | - Chad Klochko
- Department of Radiology, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI 48202, United States of America.
| | - Josie Palazzolo
- Department of Radiology, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI 48202, United States of America.
| | - Manuel L Brown
- Department of Radiology, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI 48202, United States of America.
| | - Brent Griffith
- Department of Radiology, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI 48202, United States of America.
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