2024
Academic Radiology Physician Financial Compensation in the United States: Trends and Distribution.
Malhotra A, Futela D, Joshi R, Khunte M, Moily N, Wu X, Payabvash S, Wintermark M, Gandhi D. Academic Radiology Physician Financial Compensation in the United States: Trends and Distribution. Radiology 2024, 313: e241057. PMID: 39352280, PMCID: PMC11535871, DOI: 10.1148/radiol.241057.Peer-Reviewed Original ResearchConceptsU.S. medical schoolsMedical schoolsStudy periodFinancial compensationDeidentified dataPhysician compensationSecondary analysisFaculty membersFull-time facultyRace/ethnicityAnalyze trendsCompensation dataCompare groupsCompensation valueFaculty compensationSalary reportsLinear regressionRadiology departmentSalary gapRadiology facultyEstablishing robust governance of clinical artificial intelligence software – Why radiologists should lead
Cavallo J, Davis M. Establishing robust governance of clinical artificial intelligence software – Why radiologists should lead. Clinical Imaging 2024, 110: 110163. PMID: 38678765, DOI: 10.1016/j.clinimag.2024.110163.Peer-Reviewed Original ResearchLarge Language Models as an Inexpensive and Effective Extra Set of Eyes in Radiology Reporting.
Forman H. Large Language Models as an Inexpensive and Effective Extra Set of Eyes in Radiology Reporting. Radiology 2024, 311: e240844. PMID: 38625009, DOI: 10.1148/radiol.240844.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 scoresReportsLearn from orientation prior for radiograph super-resolution: Orientation operator transformer
Huang Y, Miyazaki T, Liu X, Jiang K, Tang Z, Omachi S. Learn from orientation prior for radiograph super-resolution: Orientation operator transformer. Computer Methods And Programs In Biomedicine 2024, 245: 108000. PMID: 38237449, DOI: 10.1016/j.cmpb.2023.108000.Peer-Reviewed Original ResearchConceptsSingle-image super-resolutionSuper-resolutionFusion strategyMulti-scale feature fusion strategyImage super-resolution taskEffective latent representationsSuper-resolution taskFeature fusion strategyOperational transformationImage enhancement fieldSecond-best performanceLatent representationDenoised mapsUpsampling factorsOrientation operatorObjective metricsColor spaceImaging pipelineHigh-resolution radiographic imagesReceptive fieldsImage qualityExperimental resultsImaging fieldModel performanceImages
2023
Understanding Bias in Artificial Intelligence: A Practice Perspective
Davis M, Wu O, Ikuta I, Jordan J, Johnson M, Quigley E. Understanding Bias in Artificial Intelligence: A Practice Perspective. American Journal Of Neuroradiology 2023, 45: 371-373. PMID: 38123951, PMCID: PMC11288570, DOI: 10.3174/ajnr.a8070.Peer-Reviewed Original ResearchTrends of diversity in radiology trainees compared to other primary- and nonprimary-care specialties
Wu X, Khunte M, Tegtmeyer K, Bajaj S, Prajapati P, Payabvash S, Gandhi D, Malhotra A. Trends of diversity in radiology trainees compared to other primary- and nonprimary-care specialties. Clinical Imaging 2023, 106: 110015. PMID: 38065023, DOI: 10.1016/j.clinimag.2023.110015.Peer-Reviewed Original ResearchAccuracy of ChatGPT, Google Bard, and Microsoft Bing for Simplifying Radiology Reports.
Amin K, Davis M, Doshi R, Haims A, Khosla P, Forman H. Accuracy of ChatGPT, Google Bard, and Microsoft Bing for Simplifying Radiology Reports. Radiology 2023, 309: e232561. PMID: 37987662, DOI: 10.1148/radiol.232561.Peer-Reviewed Original ResearchArtificial Intelligence to Improve Patient Understanding of Radiology Reports
Amin K, Khosla P, Doshi R, Chheang S, Forman H. Artificial Intelligence to Improve Patient Understanding of Radiology Reports. The Yale Journal Of Biology And Medicine 2023, 96: 407-417. PMID: 37780992, PMCID: PMC10524809, DOI: 10.59249/nkoy5498.Peer-Reviewed Original ResearchConceptsLarge language modelsArtificial intelligenceNatural language processing technologyLanguage processing technologyPhone numberAI technologyRadiology reportsRadiologist workflowLanguage modelQuick accessProcessing technologyIntelligenceDiagnostic imaging reportsNascent technologyFocused solutionsTechnologySignificant researchTechnical detailsCentury Cures ActResearch purposesAccurate communicationImaging reportsTarget audienceWorkflowCures ActPerspectives and institutional policies on patient safety and image quality regarding the use of knee-spanning external fixators in MRI: A survey study of the Society of Skeletal Radiology
Marcel A, Alaia E, Alaia M, Katz L, Medvecky M, Porrino J. Perspectives and institutional policies on patient safety and image quality regarding the use of knee-spanning external fixators in MRI: A survey study of the Society of Skeletal Radiology. Skeletal Radiology 2023, 53: 525-536. PMID: 37695343, DOI: 10.1007/s00256-023-04445-x.Peer-Reviewed Original ResearchContrast Agent Administration as a Source of Liability: A Legal Database Analysis.
Khan A, Bajaj S, Khunte M, Payabvash S, Wintermark M, Gandhi D, Mezrich J, Malhotra A. Contrast Agent Administration as a Source of Liability: A Legal Database Analysis. Radiology 2023, 308: e230802. PMID: 37724972, PMCID: PMC10546284, DOI: 10.1148/radiol.230802.Peer-Reviewed Original ResearchConceptsContrast agent administrationKidney injuryMedical complicationsAnaphylactic reactionsAgent administrationCommon medical complicationsAcute kidney injuryContrast medium extravasationImaging proceduresMedium extravasationDatabase inceptionTerms of specialtyFrequent causeMedical malpracticeOutcomes of lawsuitsHealth care institutionsMedical malpractice claimsContrast mediumClinical contextPractice areaCare institutionsMalpractice claimsCase summariesInappropriate managementComplicationsTrends of Diversity in Neuroradiology Trainees in United States 2015–2022
Prajapati P, Wu X, Bajaj S, Gandhi D, Wintermark M, Malhotra A. Trends of Diversity in Neuroradiology Trainees in United States 2015–2022. American Journal Of Neuroradiology 2023, 44: 1009-1011. PMID: 37500285, PMCID: PMC10494957, DOI: 10.3174/ajnr.a7947.Peer-Reviewed Original ResearchLow‐field MRI: A report on the 2022 ISMRM workshop
Campbell‐Washburn A, Keenan K, Hu P, Mugler J, Nayak K, Webb A, Obungoloch J, Sheth K, Hennig J, Rosen M, Salameh N, Sodickson D, Stein J, Marques J, Simonetti O. Low‐field MRI: A report on the 2022 ISMRM workshop. Magnetic Resonance In Medicine 2023, 90: 1682-1694. PMID: 37345725, PMCID: PMC10683532, DOI: 10.1002/mrm.29743.Peer-Reviewed Original ResearchConceptsSoftware developmentComputational powerContemporary hardwareVirtual workshopHardwareEase of installationImage qualityEfficient acquisitionPortabilityNovel methodologyTechnical challengesInformation contentPortable systemInfrastructure challengesTechnologyCost reductionRadiology practiceOngoing developmentUnique capabilitiesBroader communityScientific contentChallengesImagesSystemFuture directionsAmerican College of Radiology initiatives on prostate magnetic resonance imaging quality
Purysko A, Tempany C, Macura K, Turkbey B, Rosenkrantz A, Gupta R, Attridge L, Hernandez D, Garcia-Tomkins K, Bhargavan-Chatfield M, Weinreb J, Larson D. American College of Radiology initiatives on prostate magnetic resonance imaging quality. European Journal Of Radiology 2023, 165: 110937. PMID: 37352683, PMCID: PMC10461171, DOI: 10.1016/j.ejrad.2023.110937.Peer-Reviewed Original ResearchConceptsMagnetic resonance imagingProstate magnetic resonance imagingAmerican CollegePatient careACR Appropriateness CriteriaProstate Imaging ReportingQuality Improvement CollaborativeHigh-quality patient careMRI qualityUrogenital RadiologyCenter designationAppropriateness CriteriaPatient outcomesProstate cancerClinical practiceImaging ReportingResonance imagingEuropean SocietyCareControl programsInternational panelMagnetic resonance imaging qualityRadiologyQuality control programPatientsBrief communication: RSNA female gold medal recipients: life, legacy, and intergenerational mentorship
Jean J, Johnson M, Arleo E. Brief communication: RSNA female gold medal recipients: life, legacy, and intergenerational mentorship. Clinical Imaging 2023, 101: 32-33. PMID: 37290178, DOI: 10.1016/j.clinimag.2023.05.013.Peer-Reviewed Original ResearchCurrent State of Peer Learning in Radiology: A Survey of ACR Members
Sharpe R, Tarrant M, Brook O, Chatfield M, Chaudhry H, City R, Donnelly L, Goldberg-Stein S, Hernandez D, Hwang G, Kunst M, Lee R, Moriarity A, Pahade J, Patel S, Broder J. Current State of Peer Learning in Radiology: A Survey of ACR Members. Journal Of The American College Of Radiology 2023, 20: 699-711. PMID: 37230234, DOI: 10.1016/j.jacr.2023.03.018.Peer-Reviewed Original ResearchMeSH KeywordsFemaleHumansMaleMiddle AgedPeer ReviewRadiographyRadiologistsRadiologySurveys and QuestionnairesConceptsRoutine clinical practicePractice improvement projectACR membersClinical practicePractice characteristicsPatient careRadiology practiceHealth careImprovement initiativesImprovement projectTotal sampleCareRadiologistsACRCurrent practiceUrban settingsPL activityNet Promoter ScorePopulationImproved cultureIncidenceNonusersArtificial Intelligence for Neuroimaging and Musculoskeletal Radiology: Overview of Current Commercial Algorithms
Berson E, Aboian M, Malhotra A, Payabvash S. Artificial Intelligence for Neuroimaging and Musculoskeletal Radiology: Overview of Current Commercial Algorithms. Seminars In Roentgenology 2023, 58: 178-183. PMID: 37087138, PMCID: PMC10122717, DOI: 10.1053/j.ro.2023.03.002.Peer-Reviewed Original ResearchNatural language processing in radiology: Clinical applications and future directions
Bobba P, Sailer A, Pruneski J, Beck S, Mozayan A, Mozayan S, Arango J, Cohan A, Chheang S. Natural language processing in radiology: Clinical applications and future directions. Clinical Imaging 2023, 97: 55-61. PMID: 36889116, DOI: 10.1016/j.clinimag.2023.02.014.Peer-Reviewed Original ResearchConceptsNatural language processingLanguage processingApplication of NLPText predictionElectronic health recordsHuman textHealth recordsEveryday lifeTranslation aidsMedical fieldTextFocused applicationFuture directionsApplicationsProcessingBotsComputerPotential future directionsWorkflowProvidersRadiologyArticleEven in Radiology, Race Matters.
Forman H, Davis M. Even in Radiology, Race Matters. Radiology 2023, 307: e223330. PMID: 36809221, DOI: 10.1148/radiol.223330.Peer-Reviewed Original Research
2022
Price Variability for Common Radiology Services within U.S. Hospitals
Jiang JX, Forman HP, Gupta S, Bai G. Price Variability for Common Radiology Services within U.S. Hospitals. Radiology 2022, 306: e221815. PMID: 36255313, DOI: 10.1148/radiol.221815.Peer-Reviewed Original Research
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