2024
Quantitative Evaluation of Large Language Models to Streamline Radiology Report Impressions: A Multimodal Retrospective Analysis.
Doshi R, Amin K, Khosla P, Bajaj S, Chheang S, Forman H. Quantitative Evaluation of Large Language Models to Streamline Radiology Report Impressions: A Multimodal Retrospective Analysis. Radiology 2024, 310: e231593. PMID: 38530171, DOI: 10.1148/radiol.231593.Peer-Reviewed Original ResearchConceptsLanguage modelReport impressionsRadiology reportsRetrospective comparative analysisWilcoxon signed-rank testReading grade levelMedical Information Mart for Intensive Care (MIMIC)-IV databaseElectronic health recordsNonparametric Wilcoxon signed-rank testSigned-rank testRetrospective analysisPrimary outcomeComplex medical terminologyImaging modalitiesHealth recordsPatientsRadiologyAnatomical regionsReadabilityIncrease accessModalitiesQuantitative evaluationReadability indicesReadability scoresReports
2023
Distribution and Disparities of Industry Payments to Radiologists (2016-2020)
Khunte M, Zhong A, Wu X, Payabvash S, Gandhi D, Forman H, Malhotra A. Distribution and Disparities of Industry Payments to Radiologists (2016-2020). Academic Radiology 2023, 30: 3056-3063. PMID: 37210267, DOI: 10.1016/j.acra.2023.04.020.Peer-Reviewed Original ResearchIndustry Payments to Radiologists During the Last 5 Years and Impact of COVID-19 Pandemic
Khunte M, Zhong A, Khunte A, Sanelli P, Forman H, Gandhi D, Malhotra A. Industry Payments to Radiologists During the Last 5 Years and Impact of COVID-19 Pandemic. Journal Of The American College Of Radiology 2023, 20: 597-604. PMID: 37148954, PMCID: PMC10158038, DOI: 10.1016/j.jacr.2023.03.015.Peer-Reviewed Original Research
2016
The Use of High-Risk Criteria in Screening Patients for Blunt Cerebrovascular Injury A Survey
Wu X, Malhotra A, Forman HP, Nunez D, Sanelli P. The Use of High-Risk Criteria in Screening Patients for Blunt Cerebrovascular Injury A Survey. Academic Radiology 2016, 24: 456-461. PMID: 27979639, DOI: 10.1016/j.acra.2016.11.010.Peer-Reviewed Original ResearchMeSH KeywordsAttitude of Health PersonnelCerebral AngiographyCerebrovascular TraumaComputed Tomography AngiographyDatabases, FactualDelayed DiagnosisEmergency Service, HospitalHumansMagnetic Resonance AngiographyMass ScreeningRadiologistsRisk AssessmentRisk FactorsSurveys and QuestionnairesUnited StatesWounds, NonpenetratingConceptsBlunt cerebrovascular injuryRisk factorsEmergency departmentCT angiographyDenver criteriaMR angiographyC1-C3 fracturesUtilization of imagingCerebrovascular injuryBlunt injuryBlunt traumaScreening ratesAngiographic studiesLarge academic institutionVascular injuryScreening patientsPatientsPreferred modalityRoutine useInjurySubsequent strokeAngiographyScreening criteriaPhysiciansRadiologistsUtility of MRI for cervical spine clearance after blunt traumatic injury: a meta-analysis
Malhotra A, Wu X, Kalra VB, Nardini HK, Liu R, Abbed KM, Forman HP. Utility of MRI for cervical spine clearance after blunt traumatic injury: a meta-analysis. European Radiology 2016, 27: 1148-1160. PMID: 27334017, DOI: 10.1007/s00330-016-4426-z.Peer-Reviewed Original ResearchConceptsPositive finding rateUnstable injuriesUtility of MRIAlert patientsPooled incidenceCervical spine trauma patientsCervical spine clearanceBlunt traumatic injurySpine trauma patientsMajor medical databasesFurther studiesCS clearanceSpine clearanceTrauma patientsAwake patientsNegative CTTraumatic injuryPatientsUnique citationsSystematic reviewInjuryPositive findingsIncidenceMRIHigh false positive rate
2001
Changes in the job market for interventional radiology as detected through a help-wanted index of job advertisements
Covey A, Sunshine J, Forman H. Changes in the job market for interventional radiology as detected through a help-wanted index of job advertisements. Academic Radiology 2001, 8: 175-181. PMID: 11227647, DOI: 10.1016/s1076-6332(01)90171-0.Peer-Reviewed Original Research