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
2021
Drip-and-ship versus mothership for endovascular treatment of acute stroke: A comparative effectiveness analysis
Wu X, Wira C, Matouk C, Forman H, Gandhi D, Sanelli P, Schindler J, Malhotra A. Drip-and-ship versus mothership for endovascular treatment of acute stroke: A comparative effectiveness analysis. International Journal Of Stroke 2021, 17: 315-322. PMID: 33759645, DOI: 10.1177/17474930211008701.Peer-Reviewed Original ResearchConceptsComprehensive stroke centerPrimary stroke centerAcute stroke patientsNearest comprehensive stroke centerAcute strokeMothership strategyStroke centersStroke patientsPlace of onsetHealth benefitsMarkov decision-analytic modelComparative effectiveness analysisRecent medical literatureMultiple sensitivity analysesDecision analytic modelMothership modelPrimary outcomeEndovascular treatmentPrehospital triageSudden onsetPatientsMedical literatureStrokeShip strategyTarget population