2024
Optimizing Automated Hematoma Expansion Classification from Baseline and Follow-Up Head Computed Tomography
Tran A, Desser D, Zeevi T, Karam G, Zietz J, Dell’Orco A, Chen M, Malhotra A, Qureshi A, Murthy S, Majidi S, Falcone G, Sheth K, Nawabi J, Payabvash S. Optimizing Automated Hematoma Expansion Classification from Baseline and Follow-Up Head Computed Tomography. Applied Sciences 2024, 15: 111. PMID: 40046237, PMCID: PMC11882137, DOI: 10.3390/app15010111.Peer-Reviewed Original ResearchIntracerebral hemorrhageHematoma expansionFollow-up CT scansFollow-up head computed tomographyPredictors of poor outcomeDeep learning classification modelFollow-up scansHead computed tomographyFalse-negative resultsHematoma segmentationAutomated segmentationMulticentre cohortCT scanValidation cohortPoor outcomeComputed tomographyFollow-upClassification modelOptimizational methodHematomaAnnotationMachine Learning Models for 3-Month Outcome Prediction Using Radiomics of Intracerebral Hemorrhage and Perihematomal Edema from Admission Head Computed Tomography (CT)
Dierksen F, Sommer J, Tran A, Lin H, Haider S, Maier I, Aneja S, Sanelli P, Malhotra A, Qureshi A, Claassen J, Park S, Murthy S, Falcone G, Sheth K, Payabvash S. Machine Learning Models for 3-Month Outcome Prediction Using Radiomics of Intracerebral Hemorrhage and Perihematomal Edema from Admission Head Computed Tomography (CT). Diagnostics 2024, 14: 2827. PMID: 39767188, PMCID: PMC11674633, DOI: 10.3390/diagnostics14242827.Peer-Reviewed Original ResearchIntegrated discrimination indexNet reclassification indexPerihematomal edemaHead computed tomographyIntracerebral hemorrhageComputed tomographyClinical variablesClinical predictors of poor outcomeOutcome predictionAcute supratentorial intracerebral hemorrhageAdmission head computed tomographyRadiomic featuresNon-contrast head computed tomographyPredictors of poor outcomeModified Rankin Scale scoreIntracerebral hemorrhage scoreSupratentorial intracerebral hemorrhageIntracerebral hemorrhage patientsClinical risk factorsRankin Scale scoreReceiver operating characteristic areaOperating characteristics areaSecondary brain injuryHematoma evacuationPatient selection
2017
Prognostic Value of Hyperlactatemia and Lactate Clearance After Mitral Valve Surgery
Evans A, Levin M, Lin H, Lee K, Weiner M, Anyanwu A, Adams D, Mittnacht A. Prognostic Value of Hyperlactatemia and Lactate Clearance After Mitral Valve Surgery. Journal Of Cardiothoracic And Vascular Anesthesia 2017, 32: 636-643. PMID: 29129343, DOI: 10.1053/j.jvca.2017.08.002.Peer-Reviewed Original ResearchConceptsIntensive care unit admissionMitral valve surgeryIntensive care unitElevated blood lactate levelsValve surgeryBlood lactate levelsLactate levelsLactate clearanceAssociation of perioperative factorsPrognostic value of hyperlactatemiaAssociated with 30-day mortalityLonger cardiopulmonary bypass timePredictors of poor outcomeCardiopulmonary bypass timeRetrospective database reviewLactate valuesElevated lactate levelsCritically ill patientsBlood lactateLogistic regression analysisBypass timeElevated blood lactatePerioperative factorsPrognostic valueBlood transfusion
2004
Intraductal Papillary Mucinous Neoplasms of the Pancreas
D'Angelica M, Brennan M, Suriawinata A, Klimstra D, Conlon K. Intraductal Papillary Mucinous Neoplasms of the Pancreas. Annals Of Surgery 2004, 239: 400-408. PMID: 15075659, PMCID: PMC1356240, DOI: 10.1097/01.sla.0000114132.47816.dd.Peer-Reviewed Original ResearchConceptsIntraductal papillary mucinous neoplasmInvasive carcinomaPapillary mucinous neoplasmPoor outcomeMucinous neoplasmsVascular invasionPercentages of invasive carcinomaResected intraductal papillary mucinous neoplasmsPresence of invasive carcinomaFactors predictive of survivalSignificant predictors of poor outcomePredictors of poor outcomeNatural historyPathologic prognostic featuresPathology re-reviewProspective pancreatic databasePresence of atypiaPositive lymph nodesMedian follow-upCarcinoma in situLymph node metastasisDuctal resection marginsPredictive of survivalResection marginsTransection margin
This site is protected by hCaptcha and its Privacy Policy and Terms of Service apply