Increasing patient viewership of complex imaging reports: The paradox of the Cures Act
Amin K, Davis M, Naderi A, Forman H. Increasing patient viewership of complex imaging reports: The paradox of the Cures Act. Clinical Imaging 2024, 119: 110398. PMID: 39756146, DOI: 10.1016/j.clinimag.2024.110398.Peer-Reviewed Original ResearchConceptsElectronic health recordsCentury Cures ActCures ActImprove patient experienceRadiology reportsReading grade levelPatient experienceHealth recordsHealth informationRecommended levelsRetrospective observational studyObservational studyPatientsViewing probabilityRadiologyOddsHealthYearsIncrease viewershipReportsGrade levelModalitiesProvisionComparative Readability Assessment of Four Large Language Models in Answers to Common Contraception Questions [ID 2683638]
Patel A, Panakam A, Amin K, Doshi R, Patil A, Sheth S. Comparative Readability Assessment of Four Large Language Models in Answers to Common Contraception Questions [ID 2683638]. Obstetrics And Gynecology 2024, 143: 12s-12s. DOI: 10.1097/01.aog.0001013004.01563.47.Peer-Reviewed Original ResearchContraception questionsSixth-grade reading levelRecommended sixth-grade reading levelReproductive health educationAverage reading grade levelFlesch-Kincaid Grade LevelContraceptive counselingReading grade levelContraceptionAutomated Readability IndexColeman-LiauPatient education materialsPatientsSixth-grade levelBingePatient comprehensionHealth educationGunning FogGrade levelFlesch-KincaidReading levelAssessing the Efficacy of Large Language Models in Health Literacy: A Comprehensive Cross-Sectional Study
Amin K, Mayes L, Khosla P, Doshi R. Assessing the Efficacy of Large Language Models in Health Literacy: A Comprehensive Cross-Sectional Study. The Yale Journal Of Biology And Medicine 2024, 97: 17-27. PMID: 38559461, PMCID: PMC10964816, DOI: 10.59249/ztoz1966.Peer-Reviewed Original ResearchConceptsImprove health literacyReading grade levelHealth literacyEnhance health literacyCross-sectional studyComprehensive cross-sectional studyPrimary outcome measureGrade levelFlesch-Kincaid Grade LevelHealth outcomesHealth conditionsOutcome measuresPediatric conditionsHealthFlesch-KincaidGunning FogColeman-Liau IndexLanguage modelSeventh-gradersAutomated Readability IndexWord countLiteracyEven 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
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