Rushabh H. Doshi
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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 scoresReportsChatGPT: Temptations of Progress
Doshi R, Bajaj S, Krumholz H. ChatGPT: Temptations of Progress. The American Journal Of Bioethics 2023, 23: 6-8. PMID: 36853242, DOI: 10.1080/15265161.2023.2180110.Peer-Reviewed Original ResearchEUS-guided pancreatic drainage for recurrent pancreatitis
Doshi R, Rizk N, Tyberg A, Sharaiha R, Kahaleh M. EUS-guided pancreatic drainage for recurrent pancreatitis. Gastrointestinal Endoscopy 2016, 84: 186-187. PMID: 26802203, DOI: 10.1016/j.gie.2016.01.033.Peer-Reviewed Original Research
2026
Responsible Public Health Risk Communication: A New Framework for Consumer Safety.
Doshi R, Jain B, Mishra S, Stanford F. Responsible Public Health Risk Communication: A New Framework for Consumer Safety. American Journal Of Health Promotion 2026, 8901171261426899. PMID: 41718569, DOI: 10.1177/08901171261426899.Peer-Reviewed Original ResearchPublic health functionsPublic health goalsRisk communicationAvoidable harmHealth goalsHealth functioningPrevent morbidityRisk informationPublic healthStructural driversData collectionCommunication clarityRiskHarmCommunication failuresDelayed recognitionProactive transparencyPublic messagesReactive postureHealthCommunication principlesAccountability mechanismsBackgroundFailurePostureIntegrated frameworkIncidence and Risk Factors for New-onset Depression After Total Shoulder Arthroplasty
Day W, Maloy G, Jayaram R, Doshi R, Yang X, Ansah-Twum J, Grauer J. Incidence and Risk Factors for New-onset Depression After Total Shoulder Arthroplasty. JAAOS Global Research And Reviews 2026, 10: e25.00021. PMID: 41662605, PMCID: PMC12885711, DOI: 10.5435/jaaosglobal-d-25-00021.Peer-Reviewed Original ResearchConceptsNew-onset depressionTotal shoulder arthroplastyPostoperative complicationsAssociated with various postoperative complicationsRisk factorsShoulder arthroplastyDevelopment of new-onset depressionRevision rateTotal shoulder arthroplasty patientsLog-rank testRevision TSAPearlDiver Mariner databaseMultivariate logistic regressionDiagnosis of tumorsHigher revision ratesElixhauser Comorbidity IndexAdult patientsComorbidity indexPredisposing factorsComorbidity burdenPatientsInclusion criteriaExclusion criteriaSurgeryComplicationsChemotherapy at the End of Life in Colon Cancer Patients.
Doshi R, Kohli K, Dhondup T, Zhang K, Mishra S, Shin A, Jain B, Muniraj T, Dee E. Chemotherapy at the End of Life in Colon Cancer Patients. American Journal Of Hospice And Palliative Medicine® 2026, 10499091261422382. PMID: 41618641, DOI: 10.1177/10499091261422382.Peer-Reviewed Original ResearchEnd of lifeDay of deathChemotherapy receiptNon-Hispanic white patientsPatient-centered careAssociated with lower oddsAssociated with higher oddsQuality improvement effortsComprehensive cancer centerAsian American patientsQuality of lifeMultivariate logistic regressionHigher comorbidity burdenColon cancerFacility characteristicsEthnic disparitiesRetrospective cohort studyLower oddsRacial disparitiesHigher oddsSocioeconomic factorsImprovement effortsUninsured statusAdjusted analysesCohort studyRegional inequities in colon cancer surgical care: Patterns of treatment delay across U.S. facilities
Doshi R, Jain B, Tanksali R, Dhondup T, Bhat S, Sanford N, Lam M, Dee E. Regional inequities in colon cancer surgical care: Patterns of treatment delay across U.S. facilities. Public Health 2026, 252: 106091. PMID: 41529365, DOI: 10.1016/j.puhe.2025.106091.Peer-Reviewed Original ResearchConceptsStage I-III colon cancerU.S. census divisionsWest North CentralEast South CentralColon cancerGeographic disparitiesSurgical resectionOdds ratioCensus divisionsConfidence intervalsTimely surgical resectionCancer-accredited facilitiesNational Cancer DatabaseDiagnosis to surgeryMultivariate logistic regression modelFirst-course treatmentSurgical treatment delaySouth CentralBlack-white gapLogistic regression modelsPatterns of treatmentNorth CentralHigher oddsSurgical delayCancer Database
2025
Shared decision-making in cancer care in Bangladesh: evidence from a resource-constrained setting
Shahjalal M, Doshi R, Garg S, Cartmell K, Dee E. Shared decision-making in cancer care in Bangladesh: evidence from a resource-constrained setting. Journal Of Cancer Research And Clinical Oncology 2025, 151: 310. PMID: 41165863, PMCID: PMC12575918, DOI: 10.1007/s00432-025-06362-z.Peer-Reviewed Original ResearchCancer carePatient-centered oncology carePatient-centered cancer careLow health literacyBackgroundShared decision-makingShared decision-makingSpecialized cancer hospitalsNon-working patientsCross-sectional surveyAssociated with satisfactionResource-constrained settingsMultivariate logistic regressionHealth literacyOncology careClinician trainingEligible participantsResource-limited settingsSystemic barriersConvenience sampleChi-square testLower oddsWorking patientsDecisional capacityDecision aidBivariate associationsS2914 Geographic Disparities in Surgical Treatment Delay for Non-Metastatic Liver Cancer: Regional Patterns, Temporal Trends, and Mortality Impact
Doshi R, Dhondup T, Zhang K, Muniraj T, Kothari T, Jain B. S2914 Geographic Disparities in Surgical Treatment Delay for Non-Metastatic Liver Cancer: Regional Patterns, Temporal Trends, and Mortality Impact. The American Journal Of Gastroenterology 2025, 120: s626-s626. DOI: 10.14309/01.ajg.0001139116.59569.a1.Peer-Reviewed Original ResearchDevelopment, optimization, and preliminary evaluation of a novel artificial intelligence tool to promote patient health literacy in radiology reports: The Rads-Lit tool
Doshi R, Amin K, Chan S, Kaur M, Bajaj S, Khosla P, Kothari V, Mozayan A, Tocino I, Chheang S. Development, optimization, and preliminary evaluation of a novel artificial intelligence tool to promote patient health literacy in radiology reports: The Rads-Lit tool. PLOS ONE 2025, 20: e0331368. PMID: 40901830, PMCID: PMC12407389, DOI: 10.1371/journal.pone.0331368.Peer-Reviewed Original ResearchConceptsNatural language processingArtificial intelligencePatient health literacyNovel artificial intelligenceArtificial intelligence toolsHealth literacyRadiology reportsLanguage processingIntelligence toolsComplex medical terminologyPatient-provider communicationDevelopment processMedical terminologyPreliminary evaluationPatients' medical recordsComplex levelsUser-friendly instrumentMedical recordsTools
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