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Wang LL, Thompson TA, Shih RY, Ajam AA, Bulsara K, Burns J, Davis MA, Ivanidze J, Kalnins A, Kuo PH, Ledbetter LN, Pannell JS, Pollock JM, Shakkottai VG, Shih RD, Soares BP, Soderlund KA, Utukuri PS, Woolsey S, Policeni B. ACR Appropriateness Criteria® Dizziness and Ataxia: 2023 Update. J Am Coll Radiol 2024; 21:S100-S125. [PMID: 38823940 DOI: 10.1016/j.jacr.2024.02.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 02/28/2024] [Indexed: 06/03/2024]
Abstract
Diagnostic evaluation of a patient with dizziness or vertigo is complicated by a lack of standardized nomenclature, significant overlap in symptom descriptions, and the subjective nature of the patient's symptoms. Although dizziness is an imprecise term often used by patients to describe a feeling of being off-balance, in many cases dizziness can be subcategorized based on symptomatology as vertigo (false sense of motion or spinning), disequilibrium (imbalance with gait instability), presyncope (nearly fainting or blacking out), or lightheadedness (nonspecific). As such, current diagnostic paradigms focus on timing, triggers, and associated symptoms rather than subjective descriptions of dizziness type. Regardless, these factors complicate the selection of appropriate diagnostic imaging in patients presenting with dizziness or vertigo. This document serves to aid providers in this selection by using a framework of definable clinical variants. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision process support the systematic analysis of the medical literature from peer reviewed journals. Established methodology principles such as Grading of Recommendations Assessment, Development, and Evaluation or GRADE are adapted to evaluate the evidence. The RAND/UCLA Appropriateness Method User Manual provides the methodology to determine the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where peer reviewed literature is lacking or equivocal, experts may be the primary evidentiary source available to formulate a recommendation.
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Affiliation(s)
- Lily L Wang
- University of Cincinnati Medical Center, Cincinnati, Ohio.
| | - Trevor A Thompson
- Research Author, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Robert Y Shih
- Panel Chair, Uniformed Services University, Bethesda, Maryland
| | | | - Ketan Bulsara
- UCONN Health, University of Connecticut, Farmington, Connecticut, Neurosurgery expert
| | | | - Melissa A Davis
- Yale University School of Medicine, New Haven, Connecticut; Committee on Emergency Radiology-GSER
| | | | | | - Phillip H Kuo
- University of Arizona, Tucson, Arizona; Commission on Nuclear Medicine and Molecular Imaging
| | | | | | | | - Vikram G Shakkottai
- University of Texas Southwestern Medical Center, Dallas, Texas; American Academy of Neurology
| | - Richard D Shih
- Schmidt College of Medicine, Florida Atlantic University, Boca Raton, Florida; American College of Emergency Physicians
| | - Bruno P Soares
- The University of Vermont Medical Center, Burlington, Vermont
| | | | | | - Sarah Woolsey
- Association for Utah Community Health, Salt Lake City, Utah; American Academy of Family Physicians
| | - Bruno Policeni
- Specialty Chair, University of Iowa Hospitals and Clinics, Iowa City, Iowa
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Mehan WA, Shin D, Buch K. Effect of Provider Type on Overutilization of CT Angiograms of the Head and Neck for Patients Presenting to the Emergency Department with Nonfocal Neurologic Symptoms. J Am Coll Radiol 2024; 21:890-895. [PMID: 37722466 DOI: 10.1016/j.jacr.2023.08.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 07/28/2023] [Accepted: 08/23/2023] [Indexed: 09/20/2023]
Abstract
PURPOSE Overutilization of neuroimaging in the emergency department (ED), especially CT angiogram of the head and neck (CTAHN) examinations, contributes to rising health care expenditures, exposes patients to radiation, and may result in delays in care. We evaluated the rate of CTAHN overutilization for patients with nonfocal neurologic complaints in the ED and its potential association with patient clinical data, demographic data, and ED provider type. METHODS This study was retrospective, was approved by an institutional review board, and was performed at a single institution, spanning a 6-year period. ED patients with nonfocal neurologic complaints who had a CTAHN examination with no history of trauma, recent surgery, or intracranial malignancy were included. Each CTAHN examination was categorized into one of four groups (0 = negative, 1 = chronic findings not related to presentation, 2 = nonacute and/or nonemergent findings or findings that may account for the presentation, and 3 = acute and/or emergent findings that may account for the presentation). Basic demographic data including patient age, patient sex, ordering ED provider type (attending, resident, nonphysician practitioner [(NPP]) were collected and analyzed using a multiple logistic regression analysis. RESULTS A total of 960 CTAHN examinations were reviewed. The mean age of patients was 50 years (SD = 18 years), with 63% female patients and 37% male patients. Headache was the most frequent presentation (76%). A total of 75% of cases were negative, and 7% had chronic imaging findings not related to their ED presentation. A total of 12.5% of cases had nonacute and/or nonemergent findings possibly related to the presentation, and only 5.5% had acute and/or emergent findings related to ED presentation. A significantly greater proportion of CTAHN examinations ordered by NPPs, followed by the proportion ordered by ED residents, were negative or had no findings related to the patient presentation, and these patients were ultimately discharged to home. DISCUSSION A total of 82% of ED CTAHN examinations performed for patients with nonfocal neurologic complaints had no actionable findings. These examinations are significantly more likely to be ordered by NPPs and ED residents.
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Affiliation(s)
- William A Mehan
- Associate Chair of Radiology Finance, Vice Chair of Finance, and Associate Chair of Off-Campus Imaging; Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; and Member, ACR
| | - Donghoon Shin
- Neuroradiology Fellow, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; and Member, ACR
| | - Karen Buch
- Neuroradiology Fellowship Program Director, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; and Member, ACR.
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Ohle R, Savage DW, Caswell J, McIsaac S, Yadav K, Conlon M. Mortality and risk factors associated with misdiagnosis of acute aortic syndrome in Ontario, Canada: a population-based study. Emerg Med J 2024; 41:145-150. [PMID: 38253363 DOI: 10.1136/emermed-2023-213331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 01/05/2024] [Indexed: 01/24/2024]
Abstract
INTRODUCTION Acute aortic syndrome (AAS) is a life-threatening aortic emergency. It describes three diagnoses: acute aortic dissection, acute intramural haematoma and penetrating atherosclerotic ulcer. Unfortunately, there are no accurate estimates of the miss rate for AAS, risk factors for missed diagnosis or its effect on outcomes. METHODS A population-based retrospective cohort study of anonymously linked data for residents of Ontario, Canada, was carried out. Incident cases of AAS were identified between 2003 and 2018 using a validated algorithm based on ICD codes and death. Before multivariate modelling, all categorical variables were analysed for an association with missed AAS diagnosis using χ2 tests. These preliminary analyses were unadjusted for clustering or any covariates. Finally, we performed multilevel logistic regression analysis using a generalised linear mixed model approach to model the probability of a missed case occurring. RESULTS There were 1299 cases of AAS (age mean (SD) 68.03±14.70, woman 500 (38.5%), rural areas (n=111, 8.55%)) over the study period. Missed cases accounted for 163 (12.5%) of the cohort. Mortality (non-missed AAS 59.7% vs missed AAS 54.6%) and surgical intervention (non-missed AAS 31% vs missed AAS 30.7%) were similar in missed and non-missed cases. However, lower acuity (Canadian triage acuity scale >2 (OR 2.45 95% CI 1.71 to 3.52) (the scale is from 1 to 5, with 1 indicating high acuity) had a higher odds of being a missed case and non-ambulatory presentation (OR 0.47 95% CI 0.33 to 0.67) and presenting to a teaching (OR 0.60 95% CI 0.40 to 0.90)) or cardiac centre (OR 0.41 95% CI 0.27 to 0.62) were associated with a lower odds of being a missed case. CONCLUSIONS The high rate of misdiagnosis has remained stable for over a decade. Non-teaching and non-cardiac hospitals had a higher incidence of missed cases. Mortality and rates of surgery were not associated with a missed diagnosis of AAS. Educational interventions should be prioritised in non-teaching hospitals and non-cardiac centres.
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Affiliation(s)
- Robert Ohle
- Department of Emergency Medicine, Northern Ontario School of Medicine, Sudbury, Ontario, Canada
| | - David W Savage
- Emergency Medicine, Northern Ontario School of Medicine University, Thunder Bay, Ontario, Canada
| | - Joseph Caswell
- Health Sciences North Research Institute, Sudbury, Ontario, Canada
| | - Sarah McIsaac
- Northern Ontario School of Medicine University, Sudbury, Ontario, Canada
| | - Krishan Yadav
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Michael Conlon
- Health Sciences North Research Institute, Sudbury, Ontario, Canada
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Tu LH, Melnick E, Venkatesh AK, Sheth KN, Navaratnam D, Yaesoubi R, Forman HP, Mahajan A. Cost-Effectiveness of CT, CTA, MRI, and Specialized MRI for Evaluation of Patients Presenting to the Emergency Department With Dizziness. AJR Am J Roentgenol 2024; 222:e2330060. [PMID: 37937837 DOI: 10.2214/ajr.23.30060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2023]
Abstract
BACKGROUND. Underlying stroke is often misdiagnosed in patients presenting with dizziness. Although such patients are usually ineligible for acute stroke treatment, accurate diagnosis may still improve outcomes through selection of patients for secondary prevention measures. OBJECTIVE. The purpose of our study was to investigate the cost-effectiveness of differing neuroimaging approaches in the evaluation of patients presenting to the emergency department (ED) with dizziness who are not candidates for acute intervention. METHODS. A Markov decision-analytic model was constructed from a health care system perspective for the evaluation of a patient presenting to the ED with dizziness. Four diagnostic strategies were compared: noncontrast head CT, head and neck CTA, conventional brain MRI, and specialized brain MRI (including multiplanar high-resolution DWI). Differing long-term costs and outcomes related to stroke detection and secondary prevention measures were compared. Cost-effectiveness was calculated in terms of lifetime expenditures in 2022 U.S. dollars for each quality-adjusted life year (QALY); deterministic and probabilistic sensitivity analyses were performed. RESULTS. Specialized MRI resulted in the highest QALYs and was the most cost-effective strategy with US$13,477 greater cost and 0.48 greater QALYs compared with noncontrast head CT. Conventional MRI had the next-highest health benefit, although was dominated by extension with incremental cost of US$6757 and 0.25 QALY; CTA was also dominated by extension, with incremental cost of US$3952 for 0.13 QALY. Non-contrast CT alone had the lowest utility among the four imaging choices. In the deterministic sensitivity analyses, specialized MRI remained the most cost-effective strategy. Conventional MRI was more cost-effective than CTA across a wide range of model parameters, with incremental cost-effectiveness remaining less than US$30,000/QALY. Probabilistic sensitivity analysis yielded similar results as found in the base-case analysis, with specialized MRI being more cost-effective than conventional MRI, which in turn was more cost-effective than CTA. CONCLUSION. The use of MRI in patients presenting to the ED with dizziness improves stroke detection and selection for subsequent preventive measures. MRI-based evaluation leads to lower long-term costs and higher cumulative QALYs. CLINICAL IMPACT. MRI, incorporating specialized protocols when available, is the preferred approach for evaluation of patients presenting to the ED with dizziness, to establish a stroke diagnosis and to select patients for secondary prevention measures.
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Affiliation(s)
- Long H Tu
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 20 York St, New Haven, CT 06510
| | - Edward Melnick
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT
| | - Arjun K Venkatesh
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT
| | - Kevin N Sheth
- Department of Neurology, Yale School of Medicine, New Haven, CT
| | | | - Reza Yaesoubi
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT
| | - Howard P Forman
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 20 York St, New Haven, CT 06510
| | - Amit Mahajan
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 20 York St, New Haven, CT 06510
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Farhat R, Awad AA, Shaheen WA, Alwily D, Avraham Y, Najjar R, Merchavy S, Massoud S. The "Vestibular Eye Sign"-"VES": a new radiological sign of vestibular neuronitis can help to determine the affected vestibule and support the diagnosis. J Neurol 2023; 270:4360-4367. [PMID: 37219605 PMCID: PMC10421761 DOI: 10.1007/s00415-023-11771-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 05/05/2023] [Accepted: 05/08/2023] [Indexed: 05/24/2023]
Abstract
INTRODUCTION Nystagmus is a valuable clinical finding. Although nystagmus is often described by the direction of its quick phases, it is the slow phase that reflects the underlying disorder. The aim of our study was to describe a new radiological diagnostic sign called "Vestibular Eye Sign"-VES. This sign is defined as an eye deviation that correlates with the slow phase of nystagmus (vestibule pathological side), which is seen in acute vestibular neuronitis and can be assessed on a CT head scan. MATERIALS AND METHODS A total of 1250 patients were diagnosed with vertigo in the Emergency Department at Ziv Medical Center (ED) in Safed, Israel. The data of 315 patients who arrived at the ED between January 2010 and January 2022 were collected, with criteria eligible for the study. Patients were divided into 4 groups: Group A, "pure VN", Group B, "non-VN aetiology", Group C, BPPV patients, and Group D, patients who had a diagnosis of vertigo with unknown aetiology. All groups underwent head CT examination while in the ED. RESULTS In Group 1, pure vestibular neuritis was diagnosed in 70 (22.2%) patients. Regarding accuracy, VES (Vestibular Eye Sign) was found in 65 patients in group 1 and 8 patients in group 2 and had a sensitivity of 89%, specificity of 75% and a negative predictive value of 99.4% in group 1-pure vestibular neuronitis. CONCLUSION VN is still a clinical diagnosis, but if the patient undergoes head CT, we suggest using the "Vestibular Eye Sign" as a complementary sign. As per our findings, this is a valuable sign on CT imaging for diagnosing the pathological side of isolated pure VN. It is sensitive to support a diagnosis with a high negative predictive value.
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Affiliation(s)
- Raed Farhat
- Department of Otolaryngology Head and Neck Surgery, Ziv Medical Center, Buqata, 1028, Safed, Golan Heights, Israel.
| | - Anan Abu Awad
- Neurology Department, Ziv Medical Center, Safed, Israel
| | | | - Diaa Alwily
- Neurology Department, Ziv Medical Center, Safed, Israel
| | - Yaniv Avraham
- Department of Otolaryngology Head and Neck Surgery, Ziv Medical Center, Buqata, 1028, Safed, Golan Heights, Israel
| | - Razi Najjar
- Radiology Department, Ziv Medical Center, Safed, Israel
| | - Shlomo Merchavy
- Department of Otolaryngology Head and Neck Surgery, Ziv Medical Center, Buqata, 1028, Safed, Golan Heights, Israel
| | - Saqr Massoud
- Department of Otolaryngology Head and Neck Surgery, Ziv Medical Center, Buqata, 1028, Safed, Golan Heights, Israel
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Busch JM, Arnold I, Karakoumis J, Winkel DJ, Segeroth M, Nickel CH, Bingisser R. Emergency Presentations for Dizziness-Radiological Findings, Final Diagnoses, and Mortality. Int J Clin Pract 2023; 2023:7450009. [PMID: 37383705 PMCID: PMC10299881 DOI: 10.1155/2023/7450009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 04/14/2023] [Accepted: 05/02/2023] [Indexed: 06/30/2023] Open
Abstract
Background Dizziness is a frequent presentation in patients presenting to emergency departments (EDs), often triggering extensive work-up, including neuroimaging. Therefore, gathering knowledge on final diagnoses and outcomes is important. We aimed to describe the incidence of dizziness as primary or secondary complaint, to list final diagnoses, and to determine the use and yield of neuroimaging and outcomes in these patients. Methods Secondary analysis of two observational cohort studies, including all patients presenting to the ED of the University Hospital of Basel from 30th January 2017-19th February 2017 and from 18th March 2019-20th May 2019. Baseline demographics, Emergency Severity Index (ESI), hospitalization, admission to Intensive Care Units (ICUs), and mortality were extracted from the electronic health record database. At presentation, patients underwent a structured interview about their symptoms, defining their primary and secondary complaints. Neuroimaging results were obtained from the picture archiving and communication system (PACS). Patients were categorized into three non-overlapping groups: dizziness as primary complaint, dizziness as secondary complaint, and absence of dizziness. Results Of 10076 presentations, 232 (2.3%) indicated dizziness as their primary and 984 (9.8%) as their secondary complaint. In dizziness as primary complaint, the three (out of 73 main conditions defined) main diagnoses were nonspecific dizziness (47, 20.3%), dysfunction of the peripheral vestibular system (37, 15.9%), as well as somatization, depression, and anxiety (20, 8.6%). 104 of 232 patients (44.8%) underwent neuroimaging, with relevant findings in 5 (4.8%). In dizziness as primary complaint 30-day mortality was 0%. Conclusion Work-up for dizziness in emergency presentations has to consider a broad differential diagnosis, but due to the low yield, it should include neuroimaging only in few and selected cases, particularly with additional neurological abnormalities. Presentation with primary dizziness carries a generally favorable prognosis lacking short-term mortality. .
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Affiliation(s)
| | - Isabelle Arnold
- Emergency Department, University Hospital Basel, Basel, Switzerland
| | - Julia Karakoumis
- Emergency Department, University Hospital Basel, Basel, Switzerland
| | - David J. Winkel
- Department of Radiology, University Hospital Basel, Basel, Switzerland
| | - Martin Segeroth
- Department of Radiology, University Hospital Basel, Basel, Switzerland
| | | | - Roland Bingisser
- Emergency Department, University Hospital Basel, Basel, Switzerland
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Du EHY, Tenenbaum MN, Bhadelia RA, Sotman TE, Edlow JA, Selim MH, Chang YM. Major radiological outcomes of CTA head and neck performed for dizziness in a major academic Emergency Department. Neuroradiol J 2023; 36:259-266. [PMID: 36045600 PMCID: PMC10268097 DOI: 10.1177/19714009221124304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Purpose: Routine head and neck CTAs (CTAhead+neck) performed for dizziness in the Emergency Department (ED) has steadily increased, but its clinical utility is still poorly elucidated. Our purpose was to assess the radiologic outcomes of CTAhead+neck in ED dizziness patients.Methods: ED dizziness patients with CTAhead+neck from January 2010 through November 2019 were retrospectively identified and further stratified into central vertigo (CV), peripheral vertigo (PV), and non-specific dizziness (NSD) groups by final clinical diagnoses. Findings on CTAhead+neck (vessel stenosis >50%, occlusion, dissection, and infarct), and infarct on subsequent MRI if performed, were assessed. Differences in imaging findings were analyzed using chi-square or Fisher's exact tests.Results: Of 867 dizziness patients, 88 were diagnosed with CV, 383 with PV, and 396 with NSD. On CTAhead+neck, 11.4% of all patients had posterior CTA findings, including posterior occlusions (4.2%), dissections (1.2%), and infarcts (2.3%). CV patients had more posterior circulation findings (31.8%) versus PV (9.9%) and NSD (8.3%) patients (both p < 0.01). 21.6% of CV patients had acute infarcts on CT versus none for PV and 0.03% for NSD patients (both p < 0.01). On MRI, 46.6% of CV patients had acute posterior circulation infarcts versus none for PV and 0.3% for NSD patients (p < 0.01).Conclusion: Diagnostic yield for CTAhead+neck for dizziness patients is low except in central vertigo patients which constitute only 1/10th of CTAs performed. Our single institution results support that CTAhead+neck is likely low-yield in patients with high clinical suspicion for PV or NSD and further studies are needed to test this hypothesis.
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Affiliation(s)
- Elizabeth HY Du
- Department of Radiology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Mary N Tenenbaum
- Department of Radiology, Baystate Medical Center, Springfield, MA, USA
| | - Rafeeque A Bhadelia
- Department of Radiology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Timothy E Sotman
- Department of Radiology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Jonathan A Edlow
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Magdy H Selim
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Yu-Ming Chang
- Department of Radiology, Beth Israel Deaconess Medical Center, Boston, MA, USA
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Edlow JA, Carpenter C, Akhter M, Khoujah D, Marcolini E, Meurer WJ, Morrill D, Naples JG, Ohle R, Omron R, Sharif S, Siket M, Upadhye S, E Silva LOJ, Sundberg E, Tartt K, Vanni S, Newman-Toker DE, Bellolio F. Guidelines for reasonable and appropriate care in the emergency department 3 (GRACE-3): Acute dizziness and vertigo in the emergency department. Acad Emerg Med 2023; 30:442-486. [PMID: 37166022 DOI: 10.1111/acem.14728] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 03/14/2023] [Indexed: 05/12/2023]
Abstract
This third Guideline for Reasonable and Appropriate Care in the Emergency Department (GRACE-3) from the Society for Academic Emergency Medicine is on the topic adult patients with acute dizziness and vertigo in the emergency department (ED). A multidisciplinary guideline panel applied the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) approach to assess the certainty of evidence and strength of recommendations regarding five questions for adult ED patients with acute dizziness of less than 2 weeks' duration. The intended population is adults presenting to the ED with acute dizziness or vertigo. The panel derived 15 evidence-based recommendations based on the timing and triggers of the dizziness but recognizes that alternative diagnostic approaches exist, such as the STANDING protocol and nystagmus examination in combination with gait unsteadiness or the presence of vascular risk factors. As an overarching recommendation, (1) emergency clinicians should receive training in bedside physical examination techniques for patients with the acute vestibular syndrome (AVS; HINTS) and the diagnostic and therapeutic maneuvers for benign paroxysmal positional vertigo (BPPV; Dix-Hallpike test and Epley maneuver). To help distinguish central from peripheral causes in patients with the AVS, we recommend: (2) use HINTS (for clinicians trained in its use) in patients with nystagmus, (3) use finger rub to further aid in excluding stroke in patients with nystagmus, (4) use severity of gait unsteadiness in patients without nystagmus, (5) do not use brain computed tomography (CT), (6) do not use routine magnetic resonance imaging (MRI) as a first-line test if a clinician trained in HINTS is available, and (7) use MRI as a confirmatory test in patients with central or equivocal HINTS examinations. In patients with the spontaneous episodic vestibular syndrome: (8) search for symptoms or signs of cerebral ischemia, (9) do not use CT, and (10) use CT angiography or MRI angiography if there is concern for transient ischemic attack. In patients with the triggered (positional) episodic vestibular syndrome, (11) use the Dix-Hallpike test to diagnose posterior canal BPPV (pc-BPPV), (12) do not use CT, and (13) do not use MRI routinely, unless atypical clinical features are present. In patients diagnosed with vestibular neuritis, (14) consider short-term steroids as a treatment option. In patients diagnosed with pc-BPPV, (15) treat with the Epley maneuver. It is clear that as of 2023, when applied in routine practice by emergency clinicians without special training, HINTS testing is inaccurate, partly due to use in the wrong patients and partly due to issues with its interpretation. Most emergency physicians have not received training in use of HINTS. As such, it is not standard of care, either in the legal sense of that term ("what the average physician would do in similar circumstances") or in the common parlance sense ("the standard action typically used by physicians in routine practice").
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Affiliation(s)
- Jonathan A Edlow
- Department of Emergency Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Christopher Carpenter
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Emergency Medicine, Washington University, St. Louis, Missouri, USA
| | - Murtaza Akhter
- Department of Emergency Medicine, Penn State School of Medicine, State College, Pennsylvania, USA
- Hershey Medical Center, State College, Pennsylvania, USA
| | - Danya Khoujah
- Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Emergency Medicine, Adventhealth Tampa, Tampa, Florida, USA
| | - Evie Marcolini
- Department of Emergency Medicine, Geisel School of Medicine, Dartmouth, Hanover, New Hampshire, USA
- Department of Emergency Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
| | - William J Meurer
- Department of Emergency Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | | | - James G Naples
- Department of Emergency Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Division of Otolaryngology-Head & Neck Surgery, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Robert Ohle
- Department of Emergency Medicine, Northern Ontario School of Medicine, Sudbury, Ontario, Canada
- Health Science North Research Institute, Sudbury, Ontario, Canada
- Department of Emergency Medicine, Health Sciences North, Sudbury, Ontario, Canada
| | - Rodney Omron
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Emergency Medicine, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Sameer Sharif
- Division of Critical Care and Emergency Medicine, Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Matt Siket
- Department of Emergency Medicine, Robert Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- Department of Emergency Medicine, Larner College of Medicine, University of Vermont, Burlington, Vermont, USA
| | - Suneel Upadhye
- Emergency Medicine, Evidence and Impact (HEI), McMaster University, Burlington, Ontario, Canada
- Health Research Methods, Evidence and Impact (HEI), McMaster University, Burlington, Ontario, Canada
| | - Lucas Oliveira J E Silva
- Mayo Clinic, Rochester, Minnesota, USA
- Department of Emergency Medicine, Hospital de Clinicas de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
| | - Etta Sundberg
- COO Royal Oasis Pool and Spas, Las Vegas, Nevada, USA
| | - Karen Tartt
- Absinthe Brasserie & Bar, San Francisco, California, USA
- St. George Spirits, San Francisco, California, USA
| | - Simone Vanni
- Department of Emergency Medicine, University of Florence, Firenze, Italy
- Department of Emergency Medicine, University Hospital Careggi, Firenze, Italy
| | - David E Newman-Toker
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Fernanda Bellolio
- Mayo Clinic College of Medicine, Rochester, Minnesota, USA
- Department of Emergency Medicine, Mayo Clinic, Rochester, Minnesota, USA
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The natural language processing of radiology requests and reports of chest imaging: Comparing five transformer models’ multilabel classification and a proof-of-concept study. Health Informatics J 2022; 28:14604582221131198. [DOI: 10.1177/14604582221131198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background Radiology requests and reports contain valuable information about diagnostic findings and indications, and transformer-based language models are promising for more accurate text classification. Methods In a retrospective study, 2256 radiologist-annotated radiology requests (8 classes) and reports (10 classes) were divided into training and testing datasets (90% and 10%, respectively) and used to train 32 models. Performance metrics were compared by model type (LSTM, Bertje, RobBERT, BERT-clinical, BERT-multilingual, BERT-base), text length, data prevalence, and training strategy. The best models were used to predict the remaining 40,873 cases’ categories of the datasets of requests and reports. Results The RobBERT model performed the best after 4000 training iterations, resulting in AUC values ranging from 0.808 [95% CI (0.757–0.859)] to 0.976 [95% CI (0.956–0.996)] for the requests and 0.746 [95% CI (0.689–0.802)] to 1.0 [95% CI (1.0–1.0)] for the reports. The AUC for the classification of normal reports was 0.95 [95% CI (0.922–0.979)]. The predicted data demonstrated variability of both diagnostic yield for various request classes and request patterns related to COVID-19 hospital admission data. Conclusion Transformer-based natural language processing is feasible for the multilabel classification of chest imaging request and report items. Diagnostic yield varies with the information in the requests.
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Shah VP, Oliveira J E Silva L, Farah W, Seisa M, Kara Balla A, Christensen A, Farah M, Hasan B, Bellolio F, Murad MH. Diagnostic accuracy of neuroimaging in emergency department patients with acute vertigo or dizziness: A systematic review and meta-analysis for the Guidelines for Reasonable and Appropriate Care in the Emergency Department. Acad Emerg Med 2022; 30:517-530. [PMID: 35876220 DOI: 10.1111/acem.14561] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 07/02/2022] [Accepted: 07/06/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Patients presenting to the emergency department (ED) with acute vertigo or dizziness represent a diagnostic challenge. Neuroimaging has variable indications and yield. We aimed to conduct a systematic review and meta-analysis of the diagnostic test accuracy of neuroimaging for patients presenting with acute vertigo or dizziness. METHODS An electronic search was designed following patient-intervention-control-outcome (PICO) question, (P) adult patients with acute vertigo or dizziness presenting to the ED; (I) Neuroimaging including Computed tomography (CT), CT Angiogram (CTA), Magnetic Resonance Imaging (MRI), Magnetic Resonance Angiogram (MRA), and Ultrasound (US); (C) MRI/clinical gold standard; (O) central causes (stroke, hemorrhage, tumor, others) versus peripheral causes of symptoms. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were followed. Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) was used to assess certainty of evidence in pooled estimates. RESULTS We included studies that reported diagnostic test accuracy. Articles were assessed in duplicated. From 6,309 titles, 460 articles were retrieved, and 12 included. Non-contrast CT scan: 6 studies, 771 patients, pooled sensitivity 28.5% (95%CI 14.4-48.5%, moderate certainty) and specificity 98.9% (95%CI 93.4-99.8%, moderate certainty). MRI: 5 studies, 943 patients, sensitivity 79.8% (CI 71.4-86.2%, high certainty) and specificity 98.8% (CI 96.2-100%, high certainty). CTA: 1 study, 153 patients, sensitivity 14.3% (CI 1.8-42.8%) and specificity 97.7% (CI 93.8-99.6%). CT had higher sensitivity than CTA (21.4% and 14.3%) for central etiology. MRA: 1 study, 24 patients, sensitivity 60.0% (CI 26.2-87.8%) and specificity 92.9% (CI 66.1-99.8%). US: 3 studies, 258 patients, sensitivity ranged from 30-53.6%, specificity from 94.9-100%. CONCLUSION Non-contrast CT has very low sensitivity and MRI will miss approximately one in five patients with stroke if imaging is obtained early after symptom onset. Neuroimaging should not be used as the only tool for ruling out stroke and other central causes in patients with acute dizziness or vertigo presenting to the ED.
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Affiliation(s)
- Vishal Paresh Shah
- Evidence-Based Practice Center, Mayo Clinic, Rochester, MN, United States
| | - Lucas Oliveira J E Silva
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, United States.,Department of Emergency Medicine, Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
| | - Wigdan Farah
- Evidence-Based Practice Center, Mayo Clinic, Rochester, MN, United States
| | - Mohamad Seisa
- Evidence-Based Practice Center, Mayo Clinic, Rochester, MN, United States
| | - Abdalla Kara Balla
- Evidence-Based Practice Center, Mayo Clinic, Rochester, MN, United States
| | - April Christensen
- Department of Medicine, Division of Community Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Magdoleen Farah
- Evidence-Based Practice Center, Mayo Clinic, Rochester, MN, United States
| | - Bashar Hasan
- Evidence-Based Practice Center, Mayo Clinic, Rochester, MN, United States
| | - Fernanda Bellolio
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, United States
| | - M Hassan Murad
- Evidence-Based Practice Center, Mayo Clinic, Rochester, MN, United States
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Hiremath SB, Erdenebold UE, Kontolemos M, Miller W, Zakhari N. Association between vascular calcification in intracranial vertebrobasilar circulation and luminal stenosis. Neuroradiology 2022; 64:2285-2293. [PMID: 35551423 DOI: 10.1007/s00234-022-02974-1] [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: 03/03/2022] [Accepted: 05/02/2022] [Indexed: 11/29/2022]
Abstract
INTRODUCTION The study aims to assess the correlation and association between calcium burden and luminal stenosis in the vertebrobasilar circulation. METHODS We evaluated 166 patients [mean age, 79.8 ± 8.8 (SD) with 93 males] with stroke symptoms. The calcification patterns were assessed on non-contrast CT (NCCT); quantitative calcium burden [Agatston-Janowitz (AJ) calcium score, volume, and mass] on the initial non-contrast phase of CT perfusion (CTP); and the qualitative and quantitative luminal stenosis on CT angiography (CTA) studies. We calculated the correlation coefficient and association between measures of calcium burden and luminal stenosis. RESULTS Two hundred twenty-eight of 498 arteries (45.8%) had detectable calcification on NCCT and measurable stenosis in 169 of 498 arteries (33.9%) on CTA. We found a moderate correlation between qualitative calcium burden and qualitative (0.51 for R1 and 0.62 for R2, p < 0.01) as well as quantitative luminal stenosis (0.67 for R1 and 0.69 for R2, p < 0.01). There was a moderate correlation of AJ score (0.66), volume (0.68), and mass of calcification (0.60, p < 0.01) with luminal stenosis measurements. The quantitative calcium burden and luminal stenosis showed statistically significant differences between different qualitative categories of calcium burden (p < 0.001 in both readers). However, severe stenosis was not seen even with the advanced circumferential wall calcification (mean stenosis of 35.3-40.7%). CONCLUSION Our study showed a moderate correlation between higher burden of vascular calcification and the degree of luminal stenosis. However, higher calcium burden and circumferential wall calcification were not associated with severe luminal stenosis.
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Affiliation(s)
- Shivaprakash B Hiremath
- Department of Radiology, Division of Neuroradiology, University of Ottawa, The Ottawa Hospital Civic and General Campus, 1053 Carling Avenue, Ottawa, ON, K1Y 4E9, Canada
| | - Undrakh-Erdene Erdenebold
- Department of Radiology, Division of Neuroradiology, University of Ottawa, The Ottawa Hospital Civic and General Campus, 1053 Carling Avenue, Ottawa, ON, K1Y 4E9, Canada
| | - Mario Kontolemos
- Department of Radiology, Division of Neuroradiology, University of Ottawa, The Ottawa Hospital Civic and General Campus, 1053 Carling Avenue, Ottawa, ON, K1Y 4E9, Canada
| | - William Miller
- Department of Radiology, Division of Neuroradiology, University of Ottawa, The Ottawa Hospital Civic and General Campus, 1053 Carling Avenue, Ottawa, ON, K1Y 4E9, Canada
| | - Nader Zakhari
- Department of Radiology, Division of Neuroradiology, University of Ottawa, The Ottawa Hospital Civic and General Campus, 1053 Carling Avenue, Ottawa, ON, K1Y 4E9, Canada.
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Head and Neck CTA Utilization: Analysis of Ordering Frequency and Nonroutine Results Communication, With Focus on the Fifty Most Common Emergency Department Clinical Presentations. AJR Am J Roentgenol 2021; 218:544-551. [PMID: 34585611 DOI: 10.2214/ajr.21.26543] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Background: Utilization of head and neck CTA in the emergency department (ED) has grown disproportionately to other neuroimaging examinations. Objective: To characterize utilization of head and neck CTA in the ED, comparing utilization and frequency of nonroutine results communication among patients' chief concerns. Methods: All adult ED visits for a single healthcare system from January 2014 to December 2017 were retrospectively reviewed. Variables recorded included chief concerns, whether head and neck CTA was performed, and, if so, whether the report documented nonroutine results communication. The fifty chief concerns resulting in the highest number of head and neck CTA examinations were identified. Frequencies of head and neck CTA ordering and of nonroutine results communication were calculated. A subset of reports documenting nonroutine communication were manually reviewed. Results: Head and neck CTA was ordered in 2.5% (17,903) of 708,145 ED visits in 236,476 patients (mean age 48.9±20.5 years; 110,952 male, 125,521 female, 3 unknown sex). Head and neck CTA was ordered for 833 distinct chief concerns. Nonroutine results communication was documented for 17.6% (31,55/17,903) of examinations. Among the fifty chief concerns associated with the highest number of examinations, frequency of ordering head and neck CTA ranged from <0.5% (five concerns) to 55.2% (stroke code), and frequency of nonroutine communication ranged from 5.6% (transient ischemic attack) to 67.5% (unresponsive). Chief concerns not among the fifty most common accounted for 50.0% (8956/17903) of examinations; these exhibited a collective frequency of nonroutine communication of 4.8% (429/8956). Manual review of 11.1% (350/3155) of reports with a nonroutine communication indicated an acute finding related to the indication in 51.1%, non-emergent but potentially explanatory finding in 28.0%, incidental finding in 28.0%, and communication of negative results in 6.9%. Conclusion: Head and neck CTA is ordered in 2.5% of ED visits for a wide range of chief concerns. Frequencies of ordering and of nonroutine results communication are highly variable among chief concerns. Acute indication-related findings account for half of nonroutine radiologist communications. Clinical Impact: Insight into patterns regarding head and neck CTA ordering and nonroutine results may help optimize patient selection and radiologist communications in the ED setting.
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