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Patel J, More S, Sohani P, Bedarkar S, Dinesh KK, Sharma D, Dhir S, Sushil S, Taneja G, Ghosh RS. Sustaining the mobile medical units to bring equity in healthcare: a PLS-SEM approach. Int J Equity Health 2024; 23:175. [PMID: 39218941 PMCID: PMC11367909 DOI: 10.1186/s12939-024-02260-x] [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: 04/29/2023] [Accepted: 08/26/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Equitable access to healthcare for rural, tribal, and underprivileged people has been an emerging area of interest for researchers, academicians, and policymakers worldwide. Improving equitable access to healthcare requires innovative interventions. This calls for clarifying which operational model of a service innovation needs to be strengthened to achieve transformative change and bring sustainability to public health interventions. The current study aimed to identify the components of an operational model of mobile medical units (MMUs) as an innovative intervention to provide equitable access to healthcare. METHODS The study empirically examined the impact of scalability, affordability, replicability (SAR), and immunization performance on the sustainability of MMUs to develop a framework for primary healthcare in the future. Data were collected via a survey answered by 207 healthcare professionals from six states in India. Partial least squares structural equation modeling (PLS-SEM) was conducted to empirically determine the interrelationships among various constructs. RESULTS The standardized path coefficients revealed that three factors (SAR) significantly influenced immunization performance as independent variables. Comparing the three hypothesized relationships demonstrates that replicability has the most substantial impact, followed by scalability and affordability. Immunization performance was found to have a significant direct effect on sustainability. For evaluating sustainability, MMUs constitute an essential component and an enabler of a sustainable healthcare system and universal health coverage. CONCLUSION This study equips policymakers and public health professionals with the critical components of the MMU operational model leading toward sustainability. The research framework provides reliable grounds for examining the impact of scalability, affordability, and replicability on immunization coverage as the primary public healthcare outcome.
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Affiliation(s)
- Jignesh Patel
- Jivika Healthcare Private Limited, Pune, Maharashtra, India
| | - Sangita More
- Jivika Healthcare Private Limited, Pune, Maharashtra, India
| | - Pravin Sohani
- Jivika Healthcare Private Limited, Pune, Maharashtra, India
| | | | | | - Deepika Sharma
- Department of Management Studies, Indian Institute of Technology Delhi, Delhi, India.
| | - Sanjay Dhir
- Department of Management Studies, Indian Institute of Technology Delhi, Delhi, India
| | - Sushil Sushil
- Department of Management Studies, Indian Institute of Technology Delhi, Delhi, India
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Akinyemi O, Weldeslase T, Fasokun M, Odusanya E, Tsion A, Cornwell E, Hughes K. Impact of the Affordable Care Act on Revascularization Versus Amputation in Patients Presenting With Chronic Limb-Threatening Ischemia in Maryland. Am Surg 2024:31348241259046. [PMID: 38822765 DOI: 10.1177/00031348241259046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2024]
Abstract
INTRODUCTION The Affordable Care Act (ACA) aimed to expand Medicaid, enhance health care quality and efficiency, and address health disparities. These goals have potentially influenced medical care, notably revascularization rates in patients presenting with chronic limb-threatening ischemia (CLTI). This study examines the effect of the ACA on revascularization vs amputation rates in patients presenting with CTLI in Maryland. METHODS This was a retrospective analysis of the Maryland State Inpatient Database comparing the rate of revascularization to rate of major amputation in patients presenting with CLTI over 2 periods: pre-ACA (2007-2009) and post-ACA (2018-2020). In this study, we included patients presenting with CLTI and underwent a major amputation or revascularization during that same admission. Using regression analysis, we estimated the odds of revascularization vs amputation pre- and post-ACA implementation, adjusting for pertinent variables. RESULT During the study period, 12,131 CLTI patients were treated. Post-ACA, revascularization rate increased from 43.9% to 77.4% among patients presenting with CLTI. This was associated with a concomitant decrease in the proportion of CLTI patients undergoing major amputation from 56.1% to 22.6%. In the multivariate analysis, there was a 4-fold odds of revascularization among patients with CLTI compared to amputation (OR = 4.73, 95% CI 4.34-5.16) post-ACA. This pattern was seen across all insurance groups. CONCLUSION The post-ACA period in Maryland was associated with an increased revascularization rate for patients presenting with CLTI with overall benefits across all insurance types.
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Affiliation(s)
- Oluwasegun Akinyemi
- Department of Surgery Outcomes Research Center, Howard University School of Medicine, Washington, DC, USA
| | | | - Mojisola Fasokun
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Eunice Odusanya
- Department of Surgery Outcomes Research Center, Howard University School of Medicine, Washington, DC, USA
| | - Andine Tsion
- Department of Surgery Outcomes Research Center, Howard University School of Medicine, Washington, DC, USA
| | | | - Kakra Hughes
- Howard University College of Medicine, Washington DC, USA
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Akinyemi OA, Weldeslase TA, Fasokun ME, Odusanya E, Mejulu EO, Salihu EY, Akueme NT, Hughes K, Micheal M. Causal Effects of the Affordable Care Act (ACA) Implementation on Non-Hodgkin's Lymphoma Survival: A Difference-in-Differences Analysis. Cureus 2024; 16:e52571. [PMID: 38249651 PMCID: PMC10798909 DOI: 10.7759/cureus.52571] [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] [Accepted: 01/19/2024] [Indexed: 01/23/2024] Open
Abstract
INTRODUCTION Non-Hodgkin's Lymphoma (NHL) accounts for a substantial number of cancer cases in the United States, with a significant prevalence and mortality rate. The implementation of the Affordable Care Act (ACA) has the potential to impact cancer-specific survival among NHL patients by improving access to healthcare services and treatments. OBJECTIVE This study aims to assess the impact of the implementation of the ACA on cancer-specific survival among patients diagnosed with NHL. METHODOLOGY In this retrospective analysis, we leveraged data from the Surveillance, Epidemiology, and End Results (SEER) registry to assess the impact of the ACA on cancer-specific survival among NHL patients. The study covered the years 2000-2020, divided into pre-ACA (2000-2013) and post-ACA (2017-2020) periods, with a three-year washout (2014-2016). Using a Difference-in-Differences approach, we compared Georgia (a non-expansion state) to New Jersey (an expansion state since 2014). We adjusted for patient demographics, income, metropolitan status, disease stage, and treatment modalities. RESULTS Among 74,762 patients, 56.2% were in New Jersey (42,005), while 43.8% were in Georgia (32,757). The pre-ACA period included 32,851 patients (51.7% in Georgia and 56.7% in New Jersey), and 27,447 patients were in the post-ACA period (48.3% in Georgia and 43.4% in New Jersey). The post-ACA period exhibited a 34% survival improvement (OR=0.66, 95% CI 0.58-0.75). ACA implementation was associated with a 16% survival boost among NHL patients in New Jersey (OR=0.84, 95% CI 0.74-0.95). Other factors linked to improved survival included surgery (OR=0.86, 95% CI 0.81-0.91), radiotherapy (OR=0.77, 95% CI 0.72-0.82), and married status (OR=0.67, 95% CI 0.64-0.71). CONCLUSION The study underscores the ACA's potential positive impact on cancer-specific survival among NHL patients, emphasizing the importance of healthcare policy interventions in improving patient outcomes.
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Affiliation(s)
- Oluwasegun A Akinyemi
- Health Policy and Management, University of Maryland School of Public Health, College Park, USA
- Surgery, Howard University, Washington DC, USA
| | | | - Mojisola E Fasokun
- Epidemiology and Public Health, University of Alabama at Birmingham, Birmingham, USA
| | - Eunice Odusanya
- Obstetrics and Gynecology, Howard University College of Medicine, Washington DC, USA
| | | | - Ejura Y Salihu
- Department of Health Services Research, University of Wisconsin, Madison, USA
| | - Ngozi T Akueme
- Dermatology, University of Medical Sciences (UNIMED), Ondo State, NGA
| | - Kakra Hughes
- Surgery, Howard University College of Medicine, Washington DC, USA
| | - Miriam Micheal
- Internal Medicine, Howard University College of Medicine, Washingon DC, USA
- Internal Medicine, University of Maryland School of Medicine, Baltimore, USA
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Rotenstein LS, Mafi JN, Landon BE. Proportion Of Preventive Primary Care Visits Nearly Doubled, Especially Among Medicare Beneficiaries, 2001-19. Health Aff (Millwood) 2023; 42:1498-1506. [PMID: 37931202 DOI: 10.1377/hlthaff.2023.00270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2023]
Abstract
There is debate about the value of preventive visits in primary care, and multiple policy trends during the past fifteen years may have influenced the likelihood of US adults undergoing preventive primary care visits. Using nationally representative, serial cross-sectional data on adult visits to primary care physicians from the 2001-19 National Ambulatory Medical Care Survey, we characterized temporal trends in the proportion of primary care visits with a preventive focus and the differential characteristics of these visits. Based on a sample of 139,783 unweighted (5,902,144,258 weighted) US primary care visits, we found that the proportion of primary care visits with a preventive focus increased between 2001 and 2019 (12.8 percent of visits in 2001-02 versus 24.6 percent in 2018-19; [Formula: see text]), with the greatest rate of increase seen for people with Medicare. Primary care visits with a preventive focus involved more time spent with the physician and addressed fewer reasons for the visit compared with problem-based visits. At least one of the following was significantly more likely to occur during a preventive visit than a problem-based visit: counseling provision, ordering of preventive labs, or ordering of a preventive image or procedure. Our findings demonstrate a relative increase in preventive versus problem-based visits in primary care and suggest the importance of enhanced insurance coverage in influencing preventive care delivery trends.
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Affiliation(s)
- Lisa S Rotenstein
- Lisa S. Rotenstein , University of California San Francisco, San Francisco, California; and Brigham and Women's Hospital, Boston, Massachusetts
| | - John N Mafi
- John N. Mafi, University of California Los Angeles, Los Angeles, California; and RAND Corporation, Santa Monica, California
| | - Bruce E Landon
- Bruce E. Landon, Harvard University and Beth Israel Deaconess Medical Center, Boston, Massachusetts
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Rucci JM, Ball S, Brunner J, Moldestad M, Cutrona SL, Sayre G, Rinne S. "Like One Long Battle:" Employee Perspectives of the Simultaneous Impact of COVID-19 and an Electronic Health Record Transition. J Gen Intern Med 2023; 38:1040-1048. [PMID: 37798583 PMCID: PMC10593661 DOI: 10.1007/s11606-023-08284-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 06/13/2023] [Indexed: 10/07/2023]
Abstract
BACKGROUND Healthcare organizations regularly manage external stressors that threaten patient care, but experiences handling concurrent stressors are not well characterized. OBJECTIVE To evaluate the experience of Veterans Affairs (VA) clinicians and staff navigating simultaneous organizational stressors-an electronic health record (EHR) transition and the COVID-19 pandemic-and identify potential strategies to optimize management of co-occurring stressors. DESIGN Qualitative case study describing employee experiences at VA's initial EHR transition site. PARTICIPANTS Clinicians, nurses, allied health professionals, and local leaders at VA's initial EHR transition site. APPROACH We collected longitudinal qualitative interview data between July 2020 and November 2021 once before and 2-4 times after the date on which the health system transitioned; this timing corresponded with local surges of COVID-19 cases. Interviewers conducted coding and analysis of interview transcripts. For this study, we focused on quotes related to COVID-19 and performed content analysis to describe recurring themes describing the simultaneous impact of COVID-19 and an EHR transition. KEY RESULTS We identified five themes related to participants' experiences: (1) efforts to mitigate COVID-19 transmission led to insufficient access to EHR training and support, (2) clinical practice changes in response to the pandemic impacted EHR workflows in unexpected ways, (3) lack of clear communication and inconsistent enforcement of COVID-19 policies intensified pre-existing frustrations with the EHR, (4) managing concurrent organizational stressors increased work dissatisfaction and feelings of burnout, and (5) participants had limited bandwidth to manage competing demands that arose from concurrent organizational stressors. CONCLUSION The expected challenges of an EHR transition were compounded by co-occurrence of the COVID-19 pandemic, which had negative impacts on clinician experience and patient care. During simultaneous organizational stressors, health care facilities should be prepared to address the complex interplay of two stressors on employee experience.
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Affiliation(s)
- Justin M Rucci
- Center for Healthcare Organization and Implementation Research, Boston, VA, USA.
- The Pulmonary Center, Department of Medicine, Boston University, Boston, MA, USA.
| | - Sherry Ball
- VA Northeast Ohio Healthcare System, Cleveland, OH, USA
| | - Julian Brunner
- Center for the Study of Healthcare Innovation Implementation and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Megan Moldestad
- Seattle-Denver Center of Innovation for Veteran-Centered and Value-Driven Care, VHA Puget Sound Health Care System, Seattle, WA, USA
| | - Sarah L Cutrona
- Center for Healthcare Organization and Implementation Research, Bedford, VA, USA
- Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, MA, USA
| | - George Sayre
- Seattle-Denver Center of Innovation for Veteran-Centered and Value-Driven Care, VHA Puget Sound Health Care System, Seattle, WA, USA
- University of Washington School of Public Health, Seattle, Washington, USA
| | - Seppo Rinne
- The Pulmonary Center, Department of Medicine, Boston University, Boston, MA, USA
- Center for Healthcare Organization and Implementation Research, Bedford, VA, USA
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Parzuchowski A, Oronce C, Guo R, Tseng CH, Fendrick AM, Mafi JN. Evaluating the accessibility and value of U.S. ambulatory care among Medicaid expansion states and non-expansion states, 2012-2015. BMC Health Serv Res 2023; 23:723. [PMID: 37400793 PMCID: PMC10318663 DOI: 10.1186/s12913-023-09696-x] [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: 01/04/2023] [Accepted: 06/07/2023] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND While the Affordable Care Act's Medicaid expansion improved healthcare coverage and access for millions of uninsured Americans, less is known about its effects on the overall accessibility and quality of care across all payers. Rapid volume increases of newly enrolled Medicaid patients might have unintentionally strained accessibility or quality of care. We assessed changes in physician office visits and high- and low-value care associated with Medicaid expansion across all payers. METHODS Prespecified, quasi-experimental, difference-in-differences analysis pre and post Medicaid expansion (2012-2015) in 8 states that did and 5 that did not choose to expand Medicaid. Physician office visits sampled from the National Ambulatory Medical Care Survey, standardized with U.S. Census population estimates. Outcomes included visit rates per state population and rates of high or low-value service composites of 10 high-value measures and 7 low-value care measures respectively, stratified by year and insurance. RESULTS We identified approximately 143 million adults utilizing 1.9 billion visits (mean age 56; 60% female) during 2012-2015. Medicaid visits increased in expansion states post-expansion compared to non-expansion states by 16.2 per 100 adults (p = 0.031 95% CI 1.5-31.0). New Medicaid visits increased by 3.1 per 100 adults (95% CI 0.9-5.3, p = 0.007). No changes were observed in Medicare or commercially-insured visit rates. High or low-value care did not change for any insurance type, except high-value care during new Medicaid visits, which increased by 4.3 services per 100 adults (95% CI 1.1-7.5, p = 0.009). CONCLUSIONS Following Medicaid expansion, the U.S. healthcare system increased access to care and use of high-value services for millions of Medicaid enrollees, without observable reductions in access or quality for those enrolled in other insurance types. Provision of low-value care continued at similar rates post-expansion, informing future federal policies designed to improve the value of care.
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Affiliation(s)
- Aaron Parzuchowski
- Department of Veteran Affairs, National Clinician Scholars Program, Ann Arbor, MI, USA
- Division of General Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Carlos Oronce
- Division of General Internal Medicine and Health Services Research, University of California Los Angeles, Los Angeles, CA, USA
- VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Rong Guo
- Division of General Internal Medicine and Health Services Research, University of California Los Angeles, Los Angeles, CA, USA
| | - Chi-Hong Tseng
- Division of General Internal Medicine and Health Services Research, University of California Los Angeles, Los Angeles, CA, USA
| | - A Mark Fendrick
- Division of General Medicine, University of Michigan, Ann Arbor, MI, USA
| | - John N Mafi
- Division of General Internal Medicine and Health Services Research, University of California Los Angeles, Los Angeles, CA, USA.
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Impact of the Affordable Care Act on Presentation, Treatment, and Outcomes of Intrahepatic Cholangiocarcinoma. J Gastrointest Surg 2023; 27:262-272. [PMID: 36400904 DOI: 10.1007/s11605-022-05496-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Accepted: 10/20/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND The Affordable Care Act (ACA) transformed the US healthcare system, expanding healthcare insurance coverage. However, its impact on rare malignancies that lack an established screening strategy such as intrahepatic cholangiocarcinoma (ICC) remains ill-defined. METHODS Patients diagnosed with ICC were identified from the National Cancer Database and divided relative to ACA implementation. Multivariate logistic regression analyses were performed to evaluate association with stage at diagnosis, receipt of surgical and multimodal treatments, and survival. RESULTS Among the 9095 patients, 5636 (62.0%) were diagnosed before and 3459 (38.0%) after the implementation of the ACA. Across US regions, rates of early-stage diagnosis increased in the post-ACA era (Northeast, 62.9% vs. 85.2%; South, 63.7% vs. 78.5%; Midwest, 62.1% vs. 83.4%; West, 55.5% vs. 75.4%; p < 0.001). On multivariate analyses, the post-ACA era was associated with increased early-stage diagnosis (OR = 2.19; 95% CI 1.79-2.69), and receipt of surgical treatment (OR = 1.19, 95% CI 1.03-1.38) (both p < 0.01). Furthermore, the ACA's Medicaid expansion (ME) was also associated with improved overall survival (HR = 0.89, 95% CI 0.80-0.99, p = 0.038). Of note, although the odds of receiving surgical treatment increased after ACA for non-Hispanic White patients (OR = 1.34; 95% CI 1.20-1.49; p < 0.001), no such effect was observed in non-Hispanic Black (OR = 1.01, 95% CI 0.71-1.45), Hispanic (OR = 1.44, 95% CI 0.99-2.09), or others (OR = 1.43, 95% CI 0.98-2.10) (all p > 0.05). CONCLUSIONS The implementation of the ACA increased rates of early diagnosis and receipt of surgical treatment. Additionally, ME improved short- and long-term outcomes. However, racial and socioeconomic disparities persist, resulting in inequitable access to care and outcomes for patients with ICC.
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Seyferth AV, Cichocki MN, Wang CW, Huang YJ, Huang YW, Chen JS, Kuo CF, Chung KC. Factors Associated With Quality Care Among Adults With Rheumatoid Arthritis. JAMA Netw Open 2022; 5:e2246299. [PMID: 36508216 PMCID: PMC9856345 DOI: 10.1001/jamanetworkopen.2022.46299] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
IMPORTANCE Although quality care markers exist for patients with rheumatoid arthritis (RA), the predictors of meeting these markers are unclear. OBJECTIVE To explore factors associated with quality care among patients with RA. DESIGN, SETTING, AND PARTICIPANTS A retrospective cohort study using insurance claims from 2009 to 2017 was conducted, and 6 sequential logistic regression models were built to evaluate quality care markers. Quality care markers were measured at 1 year post-RA diagnosis for each patient. The MarketScan Research Database, which contains commercial and Medicare Advantage administrative claims data from more than 100 million individuals in the US, was used to identify patients aged 18 to 64 years with a diagnosis claim for RA. Patients with conditions presenting similar to RA and missing demographic characteristics were excluded. Data analysis occurred between February 18 and May 5, 2022. EXPOSURES Success or failure to meet selected RA quality care markers within 1 year after RA diagnosis. MAIN OUTCOMES AND MEASURES Prevalence of meeting successive quality care markers for RA. RESULTS Among 581 770 patients, 430 843 (74.1%) were women and the mean (SD) age was 48.9 (11.3) years. Most patients (236 285 [40.6%]) resided in the South and had an income less than or equal to $45 200 (490 366 [84.3%]). Of the total study population, 399 862 individuals (68.7%) met at least 1 quality care marker and 181 908 (31.3%) met 0 markers. Most commonly, patients met annual laboratory testing (299 323 [51.5%]) and referral to a rheumatologist (256 765 [44.1%]) markers. The least met marker was receiving hepatitis B screening prior to initiation of disease-modifying antirheumatic drug (DMARD) therapy (18 548 [3.2%]). Women were most likely to meet all quality care markers except receiving DMARDs with hepatitis B screening (odds ratio, 1.14; 95% CI, 1.12-1.16). Individuals with lower median household income had lower odds of receiving a rheumatologist referral, an annual physical examination, or annual laboratory testing, but greater odds of receiving the other quality care markers. Patients with Medicare and those with comorbidities were generally less likely to meet quality care markers. CONCLUSIONS AND RELEVANCE In this cohort study of patients with RA, findings indicated downstream associations with rheumatologist referral and receiving DMARDs and varied associations between meeting quality care markers and patient characteristics. These findings suggest that prioritizing early care, especially for vulnerable patients, will ensure that quality care continues.
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Affiliation(s)
- Anne V. Seyferth
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Meghan N. Cichocki
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Chien-Wei Wang
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Yun-Ju Huang
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yi-Wei Huang
- Division of Rheumatology, Allergy and Immunology, Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Jung-Sheng Chen
- Division of Rheumatology, Allergy and Immunology, Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Chang-Fu Kuo
- Center for Artificial Intelligence in Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Kevin C. Chung
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
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