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
2019
Impact of Radiology Report Wording on Care of Patients With Acute Epiploic Appendagitis.
Almeida R, Singh A, Mansouri M, Spilberg G, Alkasab T, Lev M. Impact of Radiology Report Wording on Care of Patients With Acute Epiploic Appendagitis. American Journal Of Roentgenology 2019, 212: 1265-1270. PMID: 30860892, DOI: 10.2214/ajr.18.20747.Peer-Reviewed Original ResearchAcute epiploic appendagitisEpiploic appendagitisAntibiotic administrationEmergency departmentIndependent predictorsOutpatient clinicStandard treatmentDiagnostic certaintyReport impressionsBivariate analysisAntibiotic treatment decisionsCare of patientsMultivariate logistic regressionAbdominal pain durationOutpatient presentationPain durationAntibiotic therapyRadiologic dataAntibiotic treatmentAntibiotic useTreatment decisionsPatientsLow certaintyLogistic regressionInterreader agreement
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