Rushabh H. Doshi
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Featured Publications
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
2025
Development, 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 recordsToolsDigital Health: An Opportunity to Advance Health Equity for People With Disabilities
JAIN P, JAIN B, DOSHI R, JAIN U, CLAYPOOL H, ABOULAFIA A, SWENOR B. Digital Health: An Opportunity to Advance Health Equity for People With Disabilities. Milbank Quarterly 2025 PMID: 40876870, DOI: 10.1111/1468-0009.70049.Peer-Reviewed Original ResearchValue-based payment modelsAdvance health equityDigital health toolsElectronic health recordsAffordable Care Act SectionDigital health platformHealth equityHealth recordsHealthcare professionalsHealth toolsPayment modelsHealth platformWorkforce trainingPersonal careAmerican with Disabilities ActDisabilityFunding incentivesData collectionAssistive technologyCivil rights issueLegal recourseRights issuesCivil rightsDisabilities ActAct SectionHarnessing Youth Engagement at Faith Based Organizations to Combat Hypertension
Doshi R, Khosla P, Amin K. Harnessing Youth Engagement at Faith Based Organizations to Combat Hypertension. Preventing Chronic Disease 2025, 22: e53. PMID: 40839591, PMCID: PMC12372825, DOI: 10.5888/pcd22.250115.Peer-Reviewed Original ResearchInflation as a gut health crisis: The SAFEGUARD framework
Doshi R, Jain B, Stanford F. Inflation as a gut health crisis: The SAFEGUARD framework. Clinics And Research In Hepatology And Gastroenterology 2025, 49: 102673. PMID: 40846273, DOI: 10.1016/j.clinre.2025.102673.Peer-Reviewed Original ResearchFaith-Based Anti-obesity Program Effects on BMI, Diabetes, and Hypertension in South Asian Americans: A Prospective Single-Arm Pre-Post Trial
Khosla P, Doshi R, Amin K, Bennett C, Patel K, Muniraj T. Faith-Based Anti-obesity Program Effects on BMI, Diabetes, and Hypertension in South Asian Americans: A Prospective Single-Arm Pre-Post Trial. Journal Of General Internal Medicine 2025, 1-3. PMID: 40715964, DOI: 10.1007/s11606-025-09767-1.Peer-Reviewed Original ResearchRisk factors for perioperative nerve injury associated with total knee arthroplasty: Analysis of a national administrative database
Jayaram R, Kim L, Day W, Doshi R, Rubin L, Grauer J. Risk factors for perioperative nerve injury associated with total knee arthroplasty: Analysis of a national administrative database. PLOS ONE 2025, 20: e0324527. PMID: 40455711, PMCID: PMC12129142, DOI: 10.1371/journal.pone.0324527.Peer-Reviewed Original ResearchConceptsBody mass indexIndependent risk factorNerve injuryElixhauser Comorbidity IndexRisk factorsMultivariate analysisAssociated with nerve injuryInvestigate independent risk factorsOdds ratioRevision surgeryIncidence of nerve injuryRisk of nerve injuryPostoperative nerve injuryUnderweight body mass indexType of surgeryDay of surgeryAdministrative databasesNational administrative databaseTKA proceduresPatient ageRisk stratificationMass indexAdverse outcomesDecreased riskFemale sexAccountable Care Organization Participation and Cardiovascular Care Quality
Spatz E, Oddleifson D, Kayani J, Gosch K, Jones P, Doshi R, Maddox T, Desai N. Accountable Care Organization Participation and Cardiovascular Care Quality. JAMA Cardiology 2025, 10: 545-554. PMID: 40172907, PMCID: PMC11966472, DOI: 10.1001/jamacardio.2025.0381.Peer-Reviewed Original ResearchConceptsMedicare Shared Savings ProgramMedicare Shared Savings Program Accountable Care OrganizationsAccountable care organizationsAccountable care organization participationOutpatient cardiology practicesImplantable cardioverter defibrillator useCare qualityDefibrillator useNon-ACO practicesCardiology practiceQuality measuresImprove care qualityPre-post cohort studyPractice participationBlood pressure controlGroup of Medicare beneficiariesShared Savings ProgramCoronary artery diseaseQuality performance scoresAssociated with differential changesTraditional Medicare patientsARB prescriptionCare organizationsAntiplatelet prescriptionArtery disease
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