2024
Large Language Models as an Inexpensive and Effective Extra Set of Eyes in Radiology Reporting.
Forman H. Large Language Models as an Inexpensive and Effective Extra Set of Eyes in Radiology Reporting. Radiology 2024, 311: e240844. PMID: 38625009, DOI: 10.1148/radiol.240844.Peer-Reviewed Original ResearchQuantitative 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 scoresReportsSubsegmental Pulmonary Emboli and Chronic Pulmonary Emboli Should Not Be Ignored.
Forman H, Bhalla S. Subsegmental Pulmonary Emboli and Chronic Pulmonary Emboli Should Not Be Ignored. Radiology 2024, 310: e232873. PMID: 38411509, DOI: 10.1148/radiol.232873.Peer-Reviewed Original ResearchHumansPulmonary Embolism
2023
Accuracy of ChatGPT, Google Bard, and Microsoft Bing for Simplifying Radiology Reports.
Amin K, Davis M, Doshi R, Haims A, Khosla P, Forman H. Accuracy of ChatGPT, Google Bard, and Microsoft Bing for Simplifying Radiology Reports. Radiology 2023, 309: e232561. PMID: 37987662, DOI: 10.1148/radiol.232561.Peer-Reviewed Original ResearchArtificial Intelligence to Improve Patient Understanding of Radiology Reports
Amin K, Khosla P, Doshi R, Chheang S, Forman H. Artificial Intelligence to Improve Patient Understanding of Radiology Reports. The Yale Journal Of Biology And Medicine 2023, 96: 407-417. PMID: 37780992, PMCID: PMC10524809, DOI: 10.59249/nkoy5498.Peer-Reviewed Original ResearchConceptsLarge language modelsArtificial intelligenceNatural language processing technologyLanguage processing technologyPhone numberAI technologyRadiology reportsRadiologist workflowLanguage modelQuick accessProcessing technologyIntelligenceDiagnostic imaging reportsNascent technologyFocused solutionsTechnologySignificant researchTechnical detailsCentury Cures ActResearch purposesAccurate communicationImaging reportsTarget audienceWorkflowCures ActCT With CTA Versus MRI in Patients Presenting to the Emergency Department With Dizziness: Analysis Using Propensity Score Matching.
Tu L, Navaratnam D, Melnick E, Forman H, Venkatesh A, Malhotra A, Yaesoubi R, Sureshanand S, Sheth K, Mahajan A. CT With CTA Versus MRI in Patients Presenting to the Emergency Department With Dizziness: Analysis Using Propensity Score Matching. American Journal Of Roentgenology 2023, 221: 836-845. PMID: 37404082, DOI: 10.2214/ajr.23.29617.Peer-Reviewed Original ResearchConceptsSecondary stroke prevention medicationsStroke prevention medicationsEmergency departmentPrevention medicationsEchocardiography evaluationPosterior circulation strokeProportion of patientsGroup of patientsPhysical examination findingsNeuroimaging resultsUse of MRIReview of systemsGreater frequencyPropensity-score matchingExamination findingsRetrospective studyED readmissionMedical historyHead CTClinical impactMRI examinationsBrain MRINeck CTADizzinessPatientsDistribution 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 ResearchNo such thing as a free lunch: The direct marginal costs of breastfeeding
Mahoney S, Taylor S, Forman H. No such thing as a free lunch: The direct marginal costs of breastfeeding. Journal Of Perinatology 2023, 43: 678-682. PMID: 36949157, DOI: 10.1038/s41372-023-01646-z.Peer-Reviewed Original ResearchClinical criteria to exclude acute vascular pathology on CT angiogram in patients with dizziness
Tu L, Malhotra A, Venkatesh A, Taylor R, Sheth K, Yaesoubi R, Forman H, Sureshanand S, Navaratnam D. Clinical criteria to exclude acute vascular pathology on CT angiogram in patients with dizziness. PLOS ONE 2023, 18: e0280752. PMID: 36893103, PMCID: PMC9997874, DOI: 10.1371/journal.pone.0280752.Peer-Reviewed Original ResearchConceptsAcute vascular pathologyEmergency departmentVascular pathologyNegative predictive valueDizzy patientsStroke codeCTA headPredictive valueAdult ED encountersTransient ischemic attackHalf of patientsLong-term smokersLarge vessel occlusionCoronary artery diseasePast medical historySeparate validation cohortCross-sectional analysisIschemic attackAnalysis cohortArterial dissectionArtery diseaseClinical factorsED encountersMedication useChief complaintCost-effectiveness of chimeric antigen receptor T-cell therapy in adults with relapsed or refractory follicular lymphoma
Potnis K, Di M, Isufi I, Gowda L, Seropian S, Foss F, Forman H, Huntington S. Cost-effectiveness of chimeric antigen receptor T-cell therapy in adults with relapsed or refractory follicular lymphoma. Blood Advances 2023, 7: 801-810. PMID: 36342852, PMCID: PMC10011202, DOI: 10.1182/bloodadvances.2022008097.Peer-Reviewed Original ResearchConceptsCAR T-cell therapyT-cell therapyQuality-adjusted life yearsIncremental cost-effectiveness ratioCAR T cellsChimeric antigen receptor T-cell therapySOC therapyFollicular lymphomaT cellsLife yearsR FLRefractory follicular lymphomaT cell strategiesThird-line settingLines of therapyIncremental clinical benefitUS payer perspectiveCost-effectiveness ratioTherapy remissionUnselected patientsCare therapyClinical benefitClinical trialsTreatment strategiesPayer perspectiveEven in Radiology, Race Matters.
Forman H, Davis M. Even in Radiology, Race Matters. Radiology 2023, 307: e223330. PMID: 36809221, DOI: 10.1148/radiol.223330.Peer-Reviewed Original ResearchClinical Implementation of a Combined Artificial Intelligence and Natural Language Processing Quality Assurance Program for Pulmonary Nodule Detection in the Emergency Department Setting
Cavallo J, de Oliveira Santo I, Mezrich J, Forman H. Clinical Implementation of a Combined Artificial Intelligence and Natural Language Processing Quality Assurance Program for Pulmonary Nodule Detection in the Emergency Department Setting. Journal Of The American College Of Radiology 2023, 20: 438-445. PMID: 36736547, DOI: 10.1016/j.jacr.2022.12.016.Peer-Reviewed Original ResearchConceptsEmergency department settingPulmonary nodulesCT examinationsDepartment settingSecondary reviewNumber of patientsQuality assurance studyMedian timeEmergent settingPatient followImaging recommendationsAppropriate followMajority of reviewsRadiological reportsAssurance studyClinical implementationLung anatomyQuality assurance programPatientsSignificant delayNodulesFollowExaminationPulmonary nodule detectionNodule detection
2022
Assessment of the COVID-19 vaccine market landscape in 2021 relative to challenges in low- and middle-income countries
Oddleifson DA, Kayani J, Shrivastava R, Tan J, Winters M, Forman H, Omer SB. Assessment of the COVID-19 vaccine market landscape in 2021 relative to challenges in low- and middle-income countries. Human Vaccines & Immunotherapeutics 2022, 18: 2124781. PMID: 36269944, PMCID: PMC9746604, DOI: 10.1080/21645515.2022.2124781.Peer-Reviewed Original ResearchPrice Variability for Common Radiology Services within U.S. Hospitals
Jiang JX, Forman HP, Gupta S, Bai G. Price Variability for Common Radiology Services within U.S. Hospitals. Radiology 2022, 306: e221815. PMID: 36255313, DOI: 10.1148/radiol.221815.Peer-Reviewed Original ResearchDiversity in Radiology: Current Status and Trends Over the Past Decade
Wu X, Bajaj S, Khunte M, Revzin M, Gandhi D, Wintermark M, Sanelli P, Forman H, Malhotra A. Diversity in Radiology: Current Status and Trends Over the Past Decade. Radiology 2022, 305: 640-647. PMID: 35943334, DOI: 10.1148/radiol.220643.Peer-Reviewed Original ResearchYield of Head Computed Tomography Examinations for Common Psychiatric Presentations and Implications for Medical Clearance From a 6-Year Analysis of Acute Hospital Visits
Tu LH, Malhotra A, Sheth KN, Yaesoubi R, Forman HP, Venkatesh AK. Yield of Head Computed Tomography Examinations for Common Psychiatric Presentations and Implications for Medical Clearance From a 6-Year Analysis of Acute Hospital Visits. JAMA Internal Medicine 2022, 182: 879-881. PMID: 35727595, PMCID: PMC9214629, DOI: 10.1001/jamainternmed.2022.2198.Peer-Reviewed Original ResearchThe Critical Shortage of Iodinated Contrast Material — Will Value Prevail?
Tu LH, Miller JE, Forman HP. The Critical Shortage of Iodinated Contrast Material — Will Value Prevail? New England Journal Of Medicine 2022, 387: 491-493. PMID: 35704416, DOI: 10.1056/nejmp2206996.Peer-Reviewed Original ResearchEvaluation of Temporal Trends in Racial and Ethnic Disparities in Sleep Duration Among US Adults, 2004-2018
Caraballo C, Mahajan S, Valero-Elizondo J, Massey D, Lu Y, Roy B, Riley C, Annapureddy AR, Murugiah K, Elumn J, Nasir K, Nunez-Smith M, Forman HP, Jackson CL, Herrin J, Krumholz HM. Evaluation of Temporal Trends in Racial and Ethnic Disparities in Sleep Duration Among US Adults, 2004-2018. JAMA Network Open 2022, 5: e226385. PMID: 35389500, PMCID: PMC8990329, DOI: 10.1001/jamanetworkopen.2022.6385.Peer-Reviewed Original ResearchConceptsCross-sectional studyLong sleep durationSleep durationWhite individualsBlack individualsLatino individualsEthnic differencesSerial cross-sectional studyNational Health Interview Survey dataHealth Interview Survey dataSelf-reported sleep durationShort sleep durationInterview Survey dataMiddle-aged adultsSelf-reported raceEstimated prevalenceMAIN OUTCOMELong sleepSleep deficiencyHigher household incomeEthnic disparitiesAge groupsHealth disparitiesPrevalenceSleep disparitiesA systematic review of cost-effectiveness analyses on endovascular thrombectomy in ischemic stroke patients
Wu X, Khunte M, Gandhi D, Sanelli P, Forman HP, Malhotra A. A systematic review of cost-effectiveness analyses on endovascular thrombectomy in ischemic stroke patients. European Radiology 2022, 32: 3757-3766. PMID: 35301558, DOI: 10.1007/s00330-022-08671-0.Peer-Reviewed Original ResearchConceptsQuality-adjusted life yearsCost-effectiveness analysisConsolidated Health Economic Evaluation Reporting Standards (CHEERS) checklistSocietal perspectiveLife yearsIndirect costsFuture cost-effectiveness analysesLong-term horizonPay thresholdsShort-term perspectiveQALY scoresEffectiveness analysisStandard checklistCostWillingness