2024
In vivo neuropil density from anatomical MRI and machine learning
Akif A, Staib L, Herman P, Rothman D, Yu Y, Hyder F. In vivo neuropil density from anatomical MRI and machine learning. Cerebral Cortex 2024, 34: bhae200. PMID: 38771239, PMCID: PMC11107380, DOI: 10.1093/cercor/bhae200.Peer-Reviewed Original ResearchConceptsMagnetic resonance imagingSynaptic densityNeuropil densityCellular densityArtificial neural networkNeural networkPositron emission tomographyAnatomical magnetic resonance imagingHealthy subjectsSynaptic activityMRI scansMachine learning algorithmsBrain's energy budgetEmission tomographyIn vivo MRI scansResonance imagingTissue cellularityLearning algorithmsDiffusion magnetic resonance imagingMachine learningMicroscopic interpretationInterpretation of functional neuroimaging dataIndividual predictionsSubjects
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 patientsCase-Control Comparison of Conventional End-Hole versus Balloon-Occlusion Microcatheter Prostatic Artery Embolization for Treatment of Symptomatic Benign Prostatic Hyperplasia
Ayyagari R, Powell T, Staib L, Chapiro J, Schoenberger S, Devito R, Pollak J. Case-Control Comparison of Conventional End-Hole versus Balloon-Occlusion Microcatheter Prostatic Artery Embolization for Treatment of Symptomatic Benign Prostatic Hyperplasia. Journal Of Vascular And Interventional Radiology 2019, 30: 1459-1470. PMID: 31375451, DOI: 10.1016/j.jvir.2019.05.033.Peer-Reviewed Original ResearchConceptsProstatic artery embolizationBenign prostatic hyperplasiaEH groupArtery embolizationSymptomatic improvementAdverse eventsProstatic hyperplasiaInternational Prostate Symptom Score improvementTrial successSymptomatic benign prostatic hyperplasiaBO groupContrast material useProstatic artery anatomySymptom score improvementAdverse event ratesProcedural metricsResidual improvementCase-control comparisonClinical improvementRetrospective reviewArtery anatomyMicrocatheter selectionContrast materialScore improvementEvent ratesScoring 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
2018
Benefit of a Visual Aid in the Management of Moderate-Severity Contrast Media Reactions.
Gardner JB, Rashid S, Staib L, Asch D, Cavallo J, Arango J, Kirsch J, Pahade J. Benefit of a Visual Aid in the Management of Moderate-Severity Contrast Media Reactions. American Journal Of Roentgenology 2018, 211: 717-723. PMID: 30106614, DOI: 10.2214/ajr.18.19689.Peer-Reviewed Original Research
2017
Disparities in Care Among Patients With Cardiac Implantable Electronic Devices Undergoing MRI
Cavallo JJ, Zhang Y, Staib LH, Lampert R, Weinreb JC. Disparities in Care Among Patients With Cardiac Implantable Electronic Devices Undergoing MRI. Journal Of The American College Of Radiology 2017, 14: 1566-1571. PMID: 28899705, DOI: 10.1016/j.jacr.2017.07.014.Peer-Reviewed Original Research
2016
Knowledge of Density and Screening Ultrasound
Moothathu NS, Philpotts LE, Busch SH, Gross CP, Staib LH, Hooley RJ. Knowledge of Density and Screening Ultrasound. The Breast Journal 2016, 23: 323-332. PMID: 27943500, DOI: 10.1111/tbj.12734.Peer-Reviewed Original ResearchConceptsBreast density awarenessBreast densityDense breast tissueScreening ultrasoundBreast cancerCaucasian raceBreast tissueBreast ultrasoundSupplemental breast ultrasoundBreast cancer riskBreast density notification lawsNon-Caucasian patientsPercent of participantsPhysician recommendationProvider recommendationAcademic breastSelf-administered surveyUltrasoundWomenPatientsCancerMammography reportsTissueAnxietyHigher incomeIs there an added value of a hepatobiliary phase with gadoxetate disodium following conventional MRI with an extracellular gadolinium agent in a single imaging session for detection of primary hepatic malignancies?
Pahade JK, Juice D, Staib L, Israel G, Cornfeld D, Mitchell K, Weinreb J. Is there an added value of a hepatobiliary phase with gadoxetate disodium following conventional MRI with an extracellular gadolinium agent in a single imaging session for detection of primary hepatic malignancies? Abdominal Radiology 2016, 41: 1270-1284. PMID: 26800701, DOI: 10.1007/s00261-016-0635-9.Peer-Reviewed Original Research
2015
High-Fidelity Contrast Reaction Simulation Training: Performance Comparison of Faculty, Fellows, and Residents
Pfeifer K, Staib L, Arango J, Kirsch J, Arici M, Kappus L, Pahade J. High-Fidelity Contrast Reaction Simulation Training: Performance Comparison of Faculty, Fellows, and Residents. Journal Of The American College Of Radiology 2015, 13: 81-87. PMID: 26549266, DOI: 10.1016/j.jacr.2015.08.016.Peer-Reviewed Original ResearchThe clinical impact of gynecologic MRI.
Ratner ES, Staib LH, Cross SN, Raji R, Schwartz PE, McCarthy SM. The clinical impact of gynecologic MRI. American Journal Of Roentgenology 2015, 204: 674-80. PMID: 25714302, DOI: 10.2214/ajr.14.12567.Peer-Reviewed Original ResearchConceptsPelvic MRIFirst modalityClinical managementClinical impactGynecologic massesIndeterminate pelvic massesGroup of patientsResults of MRIRadiologic recordsRadiologic findingsPelvic massClinical recordsUnnecessary surgeryMedical recordsCT examinationsFurther endpointsExact diagnosisPatientsSurgeryIndeterminate massesPatient treatmentMRIDiagnosisModalitiesResultant anxietyUtility of Magnetic Resonance Imaging in the Evaluation of Intraoperatively Confirmed Pelvic Adhesions
Macer ML, Mathur M, Spektor M, Gysler S, Staib L, Kodaman P, McCarthy S. Utility of Magnetic Resonance Imaging in the Evaluation of Intraoperatively Confirmed Pelvic Adhesions. Journal Of Computer Assisted Tomography 2015, 39: 896-900. PMID: 26466105, DOI: 10.1097/rct.0000000000000302.Peer-Reviewed Original ResearchConceptsMagnetic resonance imagingPelvic adhesionsPositive predictive valuePredictive valueResonance imagingSpecificity of MRIGynecologic abdominal surgeryInstitutional review board-approved retrospective analysisNegative predictive valueAnterior culPosterior culAbdominal surgeryOperative reportsInclusion criteriaRetrospective analysisStudy populationBlinded specialistsMRI sensitivityPatientsImaging
2014
Using SUV as a Guide to 18F-FDG Dose Reduction
Cheng DW, Ersahin D, Staib LH, Della Latta D, Giorgetti A, d’Errico F. Using SUV as a Guide to 18F-FDG Dose Reduction. Journal Of Nuclear Medicine 2014, 55: 1998-2002. PMID: 25453048, DOI: 10.2967/jnumed.114.140129.Peer-Reviewed Original Research
2012
Anatomical Brain Images Alone Can Accurately Diagnose Chronic Neuropsychiatric Illnesses
Bansal R, Staib LH, Laine AF, Hao X, Xu D, Liu J, Weissman M, Peterson BS. Anatomical Brain Images Alone Can Accurately Diagnose Chronic Neuropsychiatric Illnesses. PLOS ONE 2012, 7: e50698. PMID: 23236384, PMCID: PMC3517530, DOI: 10.1371/journal.pone.0050698.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAlgorithmsAttention Deficit Disorder with HyperactivityBipolar DisorderBrainChildDepressive Disorder, MajorFemaleHumansImage Processing, Computer-AssistedMagnetic Resonance ImagingMaleMiddle AgedReproducibility of ResultsSchizophreniaSensitivity and SpecificityTourette SyndromeConceptsBrains of personsNeuropsychiatric illnessBrain regionsNeuropsychiatric disordersMRI scansMajor depressive disorderChronic neuropsychiatric disorderAttention-deficit/hyperactivity disorderSpecific neuropsychiatric disordersDifferent neuropsychiatric disordersLarge MRI datasetsAnatomical MRI scansDisease courseCerebral cortexLow familial riskDepressive disorderBiological subtypesTourette syndromeBipolar disorderAnatomical brain imagesClinical diagnosisFamilial riskIllnessDiagnostic accuracyDiagnostic algorithmThe Utility of I-123 Pretherapy Scan in I-131 Radioiodine Therapy for Thyroid Cancer
Chen MK, Yasrebi M, Samii J, Staib LH, Doddamane I, Cheng DW. The Utility of I-123 Pretherapy Scan in I-131 Radioiodine Therapy for Thyroid Cancer. Thyroid 2012, 22: 304-309. PMID: 22300251, DOI: 10.1089/thy.2011.0203.Peer-Reviewed Original ResearchMeSH KeywordsAdenocarcinoma, PapillaryAdenoma, OxyphilicAdolescentAdultAgedAged, 80 and overCarcinomaCarcinoma, PapillaryFemaleHumansIodine RadioisotopesMaleMiddle AgedNeoplasm MetastasisRadionuclide ImagingRadiopharmaceuticalsRetrospective StudiesThyroid Cancer, PapillaryThyroid NeoplasmsThyroidectomyConceptsPretherapy scansThyroid remnantsLymph nodesDistant metastasisYale-New Haven HospitalLarge thyroid remnantsCervical lymph nodesTime of thyroidectomyAdditional clinical informationNew Haven HospitalNeck uptakeRadioiodine therapyWhole-body imagesEuthyroid statePathology reportsThyroid cancerTreatment protocolLocal lymphClinical informationThyroidectomy specimensPretherapyConfidence intervalsScansThyroidectomyMetastasisGender-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
2011
Lateral ventricle volume and psychotic features in adolescents and adults with bipolar disorder
Edmiston EE, Wang F, Kalmar JH, Womer FY, Chepenik LG, Pittman B, Gueorguieva R, Hur E, Spencer L, Staib LH, Constable RT, Fulbright RK, Papademetris X, Blumberg HP. Lateral ventricle volume and psychotic features in adolescents and adults with bipolar disorder. Psychiatry Research 2011, 194: 400-402. PMID: 22041535, PMCID: PMC3225709, DOI: 10.1016/j.pscychresns.2011.07.005.Peer-Reviewed Original Research
2010
Five-Year Outcomes in High-Risk Participants in the Detection of Ischemia in Asymptomatic Diabetics (DIAD) Study A post hoc analysis
Bansal S, Wackers FJ, Inzucchi SE, Chyun DA, Davey JA, Staib LH, Young LH, . Five-Year Outcomes in High-Risk Participants in the Detection of Ischemia in Asymptomatic Diabetics (DIAD) Study A post hoc analysis. Diabetes Care 2010, 34: 204-209. PMID: 20929989, PMCID: PMC3005488, DOI: 10.2337/dc10-1194.Peer-Reviewed Original ResearchMeSH KeywordsAgedCardiovascular DiseasesDiabetes Mellitus, Type 2FemaleHumansMaleMetabolic SyndromeMiddle AgedConceptsCardiac event rateBaseline cardiovascular riskAnnual cardiac event rateHigh cardiovascular riskCardiovascular riskHigh-risk participantsDetection of ischemiaEvent ratesInducible ischemiaRisk engineUK Prospective Diabetes Study risk engineHigh baseline cardiovascular riskAsymptomatic Diabetics (DIAD) studyFive-year outcomesUKPDS risk engineLow-risk groupRisk stratification approachStudy of DiabetesLow-risk participantsAsymptomatic diabeticsCardiac eventsFramingham scoreMetabolic syndromeRisk groupsDiabetic studyImage-Guided Intraoperative Cortical Deformation Recovery Using Game Theory: Application to Neocortical Epilepsy Surgery
DeLorenzo C, Papademetris X, Staib LH, Vives KP, Spencer DD, Duncan JS. Image-Guided Intraoperative Cortical Deformation Recovery Using Game Theory: Application to Neocortical Epilepsy Surgery. IEEE Transactions On Medical Imaging 2010, 29: 322-338. PMID: 20129844, PMCID: PMC2824434, DOI: 10.1109/tmi.2009.2027993.Peer-Reviewed Original ResearchConceptsDeformation estimationSurface deformationBrain surface deformationSurface deformation estimationPreoperative brain imagesCortical surface deformationSurface trackingCamera calibration parametersDisplacement errorStereo vision systemBrain deformationDeformationCalibration parametersBiomechanical modelIntraoperative brainCalibration errorsPhysical processesVision systemVivo casesCamera calibrationStereo systemInitial conditionsImage acquisitionErrorEstimation
2008
Effects of the Brain-Derived Neurotrophic Growth Factor Val66Met Variation on Hippocampus Morphology in Bipolar Disorder
Chepenik LG, Fredericks C, Papademetris X, Spencer L, Lacadie C, Wang F, Pittman B, Duncan JS, Staib LH, Duman RS, Gelernter J, Blumberg HP. Effects of the Brain-Derived Neurotrophic Growth Factor Val66Met Variation on Hippocampus Morphology in Bipolar Disorder. Neuropsychopharmacology 2008, 34: 944-951. PMID: 18704093, PMCID: PMC2837582, DOI: 10.1038/npp.2008.107.Peer-Reviewed Original ResearchConceptsSmaller hippocampus volumesHippocampus volumeBipolar disorderBDNF genotypeBD diagnosisMood disorder pathophysiologyBDNF Val66Met polymorphismHigh-resolution magnetic resonanceHealthy comparison subjectsVal/Val homozygotesEffect of diagnosisLinear mixed model analysisVal66Met polymorphismGrowth factor proteinBD subgroupsDisorder pathophysiologyHC subjectsHippocampal developmentComparison subjectsMixed model analysisHippocampus structureBDNFHippocampus morphologyAnterior hippocampusVal homozygotes