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
2023
CT With CTA Versus MRI in Patients Presenting to the Emergency Department With Dizziness: Analysis Using Propensity Score Matching.
Tu L, Navaratnam D, Melnick E, Forman H, Venkatesh A, Malhotra A, Yaesoubi R, Sureshanand S, Sheth K, Mahajan A. CT With CTA Versus MRI in Patients Presenting to the Emergency Department With Dizziness: Analysis Using Propensity Score Matching. American Journal Of Roentgenology 2023, 221: 836-845. PMID: 37404082, DOI: 10.2214/ajr.23.29617.Peer-Reviewed Original ResearchConceptsSecondary stroke prevention medicationsStroke prevention medicationsEmergency departmentPrevention medicationsEchocardiography evaluationPosterior circulation strokeProportion of patientsGroup of patientsPhysical examination findingsNeuroimaging resultsUse of MRIReview of systemsGreater frequencyPropensity-score matchingExamination findingsRetrospective studyED readmissionMedical historyHead CTClinical impactMRI examinationsBrain MRINeck CTADizzinessPatients
2022
Yield of Head Computed Tomography Examinations for Common Psychiatric Presentations and Implications for Medical Clearance From a 6-Year Analysis of Acute Hospital Visits
Tu LH, Malhotra A, Sheth KN, Yaesoubi R, Forman HP, Venkatesh AK. Yield of Head Computed Tomography Examinations for Common Psychiatric Presentations and Implications for Medical Clearance From a 6-Year Analysis of Acute Hospital Visits. JAMA Internal Medicine 2022, 182: 879-881. PMID: 35727595, PMCID: PMC9214629, DOI: 10.1001/jamainternmed.2022.2198.Peer-Reviewed Original ResearchMeSH KeywordsEmergency Service, HospitalHeadHospitalsHumansPhysical ExaminationRetrospective StudiesSurgical ClearanceTomography, X-Ray Computed
2021
Scenarios to improve CT head utilization in the emergency department delineated by critical results reporting
Tu LH, Venkatesh AK, Malhotra A, Taylor RA, Sheth KN, Forman HP, Yaesoubi R. Scenarios to improve CT head utilization in the emergency department delineated by critical results reporting. Emergency Radiology 2021, 29: 81-88. PMID: 34617133, DOI: 10.1007/s10140-021-01947-w.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedEmergency Service, HospitalHeadHeadacheHumansRetrospective StudiesTomography, X-Ray ComputedConceptsAdult ED encountersCommon chief complaintChief complaintEmergency departmentED encountersPatient selectionHead examsLoss of consciousnessAcademic medical centerChest painBlood sugarRetrospective studyHead injuryMental statusNew headacheMedical CenterPsychiatric evaluationConclusionOur studyBetter outcomesAdvanced imagingAlcohol intoxicationTotal encountersComplaintsHeadacheSignificant differencesHead and Neck CTA Utilization: Analysis of Ordering Frequency and Nonroutine Results Communication, With Focus on the 50 Most Common Emergency Department Clinical Presentations.
Tu LH, Malhotra A, Venkatesh AK, Taylor RA, Sheth KN, Forman HP, Yaesoubi R. Head and Neck CTA Utilization: Analysis of Ordering Frequency and Nonroutine Results Communication, With Focus on the 50 Most Common Emergency Department Clinical Presentations. American Journal Of Roentgenology 2021, 218: 544-551. PMID: 34585611, DOI: 10.2214/ajr.21.26543.Peer-Reviewed Original ResearchConceptsNeck CTAED visitsEmergency departmentNonroutine communicationSingle health care systemAdult ED visitsSubset of reportsRadiologist communicationResult communicationPatient's chief concernHealth care systemFrequency of headCTA utilizationAcute findingsClinical presentationED settingPatient selectionIncidental findingClinical impactCTA examinationsCare systemCTAVisitsHigher numberNegative results
2020
Gender Disparity in Industry Relationships With Academic Interventional Radiology Physicians.
Deipolyi AR, Becker AS, Covey AM, Chimonas SC, Rosenkrantz AB, Forman HP, Copen WA. Gender Disparity in Industry Relationships With Academic Interventional Radiology Physicians. American Journal Of Roentgenology 2020, 215: 494-501. PMID: 32348184, PMCID: PMC9040023, DOI: 10.2214/ajr.19.22176.Peer-Reviewed Original Research
2017
The Impact of Social Contagion on Physician Adoption of Advanced Imaging Tests in Breast Cancer
Pollack CE, Soulos PR, Herrin J, Xu X, Christakis NA, Forman HP, Yu JB, Killelea BK, Wang SY, Gross CP. The Impact of Social Contagion on Physician Adoption of Advanced Imaging Tests in Breast Cancer. Journal Of The National Cancer Institute 2017, 109: djw330. PMID: 28376191, PMCID: PMC6059114, DOI: 10.1093/jnci/djw330.Peer-Reviewed Original ResearchConceptsMagnetic resonance imagingBaseline usePositron emission tomography scanEnd Results-MedicareEmission tomography scanBreast cancer practiceImaging modalitiesAdvanced imaging testsHierarchical logistic regression modelsLogistic regression modelsPatient characteristicsUnproven benefitCancer practiceMRI/PETTomography scanBreast cancerMRI useImaging testsClinical practicePET useResonance imagingPET imagingPhysician peersPhysician adoptionBaseline period
2016
Tomosynthesis in the Diagnostic Setting: Changing Rates of BI-RADS Final Assessment over Time.
Raghu M, Durand MA, Andrejeva L, Goehler A, Michalski MH, Geisel JL, Hooley RJ, Horvath LJ, Butler R, Forman HP, Philpotts LE. Tomosynthesis in the Diagnostic Setting: Changing Rates of BI-RADS Final Assessment over Time. Radiology 2016, 281: 54-61. PMID: 27139264, DOI: 10.1148/radiol.2016151999.Peer-Reviewed Original Research
2014
Organ laceration grading adherence by radiologists
Kalra VB, Wu X, Bokhari J, Forman H. Organ laceration grading adherence by radiologists. Emergency Radiology 2014, 22: 245-250. PMID: 25301373, DOI: 10.1007/s10140-014-1273-6.Peer-Reviewed Original Research
2010
Renal Ultrasonography in the Evaluation of Acute Kidney Injury: Developing a Risk Stratification Framework
Licurse A, Kim MC, Dziura J, Forman HP, Formica RN, Makarov DV, Parikh CR, Gross CP. Renal Ultrasonography in the Evaluation of Acute Kidney Injury: Developing a Risk Stratification Framework. JAMA Internal Medicine 2010, 170: 1900-1907. PMID: 21098348, DOI: 10.1001/archinternmed.2010.419.Peer-Reviewed Original ResearchMeSH KeywordsAcute Kidney InjuryAgedCreatinineCross-Sectional StudiesDecision Support TechniquesFemaleHospitalizationHumansHydronephrosisKidneyLikelihood FunctionsMaleMiddle AgedMultivariate AnalysisPredictive Value of TestsRacial GroupsRecurrenceRetrospective StudiesRisk AssessmentRisk FactorsUltrasonographyUreteral ObstructionUrinary Tract InfectionsConceptsAcute kidney injuryKidney injuryAdult inpatientsIncidental findingPrerenal acute kidney injuryRecurrent urinary tract infectionsMultivariable logistic regression modelYale-New Haven HospitalHistory of hydronephrosisElevated creatinine levelRenal transplant recipientsCongestive heart failureUrinary tract infectionHigh-risk groupLow-risk groupCross-sectional studyLogistic regression modelsNephrotoxic medicationsTransplant recipientsClinical characteristicsCreatinine levelsNonblack raceRenal ultrasonographyTract infectionsHeart failure
2004
MRI in the diagnosis of cartilage injury in the wrist.
Haims AH, Moore AE, Schweitzer ME, Morrison WB, Deely D, Culp RW, Forman HP. MRI in the diagnosis of cartilage injury in the wrist. American Journal Of Roentgenology 2004, 182: 1267-70. PMID: 15100130, DOI: 10.2214/ajr.182.5.1821267.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultCartilageChildFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedReproducibility of ResultsRetrospective StudiesWrist Injuries
2002
Evaluation of an Emergency Radiology Quality Assurance Program at a Level I Trauma Center: Abdominal and Pelvic CT Studies
Yoon LS, Haims AH, Brink JA, Rabinovici R, Forman HP. Evaluation of an Emergency Radiology Quality Assurance Program at a Level I Trauma Center: Abdominal and Pelvic CT Studies. Radiology 2002, 224: 42-6. PMID: 12091660, DOI: 10.1148/radiol.2241011470.Peer-Reviewed Original ResearchConceptsLevel I trauma centerI trauma centerTrauma centerQuality assurance programPatient careAdditional diagnostic imagingAbdominal imaging radiologistsQuality of careAssurance programEmergency departmentCT reportsTrauma casesTrauma surgeryCT studiesNumber of casesPatient recordsRadiologic interpretationCare changesMortality recordsDiscordant readingsDiagnostic imagingDiscordant interpretationsPelvic CT studiesCareImportant additional findings
1994
Chest Radiography in Patients With Early Stage Prostatic Carcinoma Effect on Treatment Planning and Cost Analysis
Forman H, Fox L, Glazer H, McClennan B, Anderson D, Sagel S. Chest Radiography in Patients With Early Stage Prostatic Carcinoma Effect on Treatment Planning and Cost Analysis. CHEST Journal 1994, 106: 1036-1041. PMID: 7523036, DOI: 10.1378/chest.106.4.1036.Peer-Reviewed Original ResearchConceptsProstatic carcinomaChest radiographyChest radiographsRoutine preoperative chest radiographsChest radiography findingsRoutine chest radiographyRetropubic radical prostatectomyHospital-based outpatientPreoperative chest radiographProstate-specific antigenCost-effectiveness modelIntrathoracic metastasesRadiography findingsProspective studyPatient populationRadical prostatectomyClinical impactProstate carcinomaPatientsSpecific antigenPositive findingsFurther evaluationCarcinomaTreatment planningRadiographs
1990
Congenital neuroblastoma: evaluation with multimodality imaging.
Forman H, Leonidas J, Berdon W, Slovis T, Wood B, Samudrala R. Congenital neuroblastoma: evaluation with multimodality imaging. Radiology 1990, 175: 365-8. PMID: 2183280, DOI: 10.1148/radiology.175.2.2183280.Peer-Reviewed Original ResearchConceptsSuprarenal massIV-S diseaseDiagnosis of neuroblastomaMagnetic resonance imagingCongenital neuroblastomaNeonatal neuroblastomaAdrenal hemorrhageAdrenal tumorsLiver metastasesMetastatic diseaseBenign courseCharacteristic findingsPostnatal ultrasoundPrimary tumorCorrect diagnosisComputed tomographyNew imaging modalityLiver lesionsPrenatal ultrasoundPatientsResonance imagingMultimodality imagingDiagnostic imagingSolid appearanceMR imaging