2024
Even with ChatGPT, race matters
Amin K, Forman H, Davis M. Even with ChatGPT, race matters. Clinical Imaging 2024, 109: 110113. PMID: 38552383, DOI: 10.1016/j.clinimag.2024.110113.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 scoresReports
2023
Artificial 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 Act