2022
Machine Learning Models for Prediction of Posttreatment Recurrence in Early-Stage Hepatocellular Carcinoma Using Pretreatment Clinical and MRI Features: A Proof-of-Concept Study.
Iseke S, Zeevi T, Kucukkaya AS, Raju R, Gross M, Haider SP, Petukhova-Greenstein A, Kuhn TN, Lin M, Nowak M, Cooper K, Thomas E, Weber MA, Madoff DC, Staib L, Batra R, Chapiro J. Machine Learning Models for Prediction of Posttreatment Recurrence in Early-Stage Hepatocellular Carcinoma Using Pretreatment Clinical and MRI Features: A Proof-of-Concept Study. American Journal Of Roentgenology 2022, 220: 245-255. PMID: 35975886, PMCID: PMC10015590, DOI: 10.2214/ajr.22.28077.Peer-Reviewed Original ResearchConceptsEarly-stage hepatocellular carcinomaLiver transplantHepatocellular carcinomaImaging featuresPosttreatment recurrenceOrgan allocationMean AUCLiver transplant eligibilityPretreatment clinical characteristicsPretreatment MRI examinationsKaplan-Meier analysisKaplan-Meier curvesClinical characteristicsImaging surveillanceTherapy allocationTransplant eligibilityUnderwent treatmentClinical parametersRetrospective studyUnpredictable complicationMRI dataConcept studyPoor survivalClinical impactPretreatment MRI
2019
Prostatic Artery Embolization Using 100–300-μm Trisacryl Gelatin Microspheres to Treat Lower Urinary Tract Symptoms Attributable to Benign Prostatic Hyperplasia: A Single-Center Outcomes Analysis with Medium-Term Follow-up
Ayyagari R, Powell T, Staib L, Chapiro J, Raja A, Bhatia S, Chai T, Schoenberger S, Devito R. Prostatic Artery Embolization Using 100–300-μm Trisacryl Gelatin Microspheres to Treat Lower Urinary Tract Symptoms Attributable to Benign Prostatic Hyperplasia: A Single-Center Outcomes Analysis with Medium-Term Follow-up. Journal Of Vascular And Interventional Radiology 2019, 31: 99-107. PMID: 31771896, DOI: 10.1016/j.jvir.2019.08.005.Peer-Reviewed Original ResearchMeSH KeywordsAcrylic ResinsAge FactorsAgedAged, 80 and overComorbidityCone-Beam Computed TomographyConnecticutEmbolization, TherapeuticGelatinHumansLower Urinary Tract SymptomsMaleMiddle AgedOrgan SizeParticle SizeProstateProstatic HyperplasiaQuality of LifeRecovery of FunctionRetrospective StudiesRisk FactorsTime FactorsTreatment OutcomeConceptsInternational Prostate Symptom ScoreLower urinary tract symptomsPost-void residualCharlson Comorbidity IndexProstatic artery embolizationProstate gland volumeMedian lobe enlargementBenign prostatic hyperplasiaTrisacryl gelatin microspheresArtery embolizationProstatic hyperplasiaGland volumeAdverse event recordingMedical therapy failureClavien-Dindo classificationProstate Symptom ScoreMedium-term followUrinary tract symptomsLower urinary tractMedium-term outcomesPost-procedure valuesQuality of lifeComorbidity indexTract symptomsConsecutive patientsScoring of Coronary Artery Disease Characteristics on Coronary CT Angiograms by Using Machine Learning
Johnson KM, Johnson HE, Zhao Y, Dowe DA, Staib LH. Scoring of Coronary Artery Disease Characteristics on Coronary CT Angiograms by Using Machine Learning. Radiology 2019, 292: 182061. PMID: 31237495, DOI: 10.1148/radiol.2019182061.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overComputed Tomography AngiographyCoronary AngiographyCoronary Artery DiseaseCoronary VesselsFemaleHumansImage Interpretation, Computer-AssistedMachine LearningMaleMiddle AgedPredictive Value of TestsReproducibility of ResultsRisk FactorsSeverity of Illness IndexYoung AdultConceptsCoronary CT angiographyCoronary Artery Disease ReportingNonfatal myocardial infarctionHeart disease deathCT angiographyCause mortalityDisease deathsMyocardial infarctionCoronary heart disease deathDisease reportingCoronary artery diseaseNational Death IndexData System scoreCardiovascular eventsCoronary deathAdverse eventsArtery diseaseCoronary diseaseDeath IndexCoronary segmentsPrognostic informationVessel scorePatientsSystem scoreSubsequent death
2017
JOURNAL CLUB: Benefit of Epinephrine Autoinjector for Treatment of Contrast Reactions: Comparison of Errors, Administration Times, and Provider Preferences.
Asch D, Pfeifer KE, Arango J, Staib L, Cavallo J, Kirsch JD, Arici M, Pahade J. JOURNAL CLUB: Benefit of Epinephrine Autoinjector for Treatment of Contrast Reactions: Comparison of Errors, Administration Times, and Provider Preferences. American Journal Of Roentgenology 2017, 209: w363-w369. PMID: 28570127, DOI: 10.2214/ajr.16.17111.Peer-Reviewed Original Research
2012
Gender-based divergence of cardiovascular outcomes in asymptomatic patients with type 2 diabetes: Results from the DIAD study
Tandon S, Wackers F, Inzucchi SE, Bansal S, Staib LH, Chyun DA, Davey JA, Young LH. Gender-based divergence of cardiovascular outcomes in asymptomatic patients with type 2 diabetes: Results from the DIAD study. Diabetes And Vascular Disease Research 2012, 9: 124-130. PMID: 22228772, DOI: 10.1177/1479164111431470.Peer-Reviewed Original ResearchMeSH KeywordsAgedAsymptomatic DiseasesCanadaCardiovascular DiseasesDiabetes ComplicationsDiabetes Mellitus, Type 2FemaleHumansIncidenceKaplan-Meier EstimateMaleMass ScreeningMiddle AgedMyocardial Perfusion ImagingPredictive Value of TestsPrognosisProspective StudiesRisk AssessmentRisk FactorsSex FactorsTime FactorsUnited StatesConceptsType 2 diabetesMyocardial perfusion imagingCardiovascular outcomesStress myocardial perfusion imagingAsymptomatic Diabetics (DIAD) studyBetter cardiac outcomesHigh-risk womenCoronary artery diseaseHigh-risk menDetection of ischemiaMPI abnormalitiesAsymptomatic patientsAsymptomatic menCardiac eventsCardiac outcomesArtery diseaseAsymptomatic womenAbnormal screeningDiabetic studyPerfusion imagingDIAD studyWomenMenDiabetesOutcomes