2019
Prediction of distant melanoma recurrence from primary tumor digital H&E images using deep learning.
Robinson E, Kulkarni P, Pradhan J, Gartrell R, Yang C, Rizk E, Acs B, Rohr B, Phelps R, Ferringer T, Horst B, Rimm D, Wang J, Saenger Y. Prediction of distant melanoma recurrence from primary tumor digital H&E images using deep learning. Journal Of Clinical Oncology 2019, 37: 9577-9577. DOI: 10.1200/jco.2019.37.15_suppl.9577.Peer-Reviewed Original ResearchDeep neural net architectureOpen source softwareRecurrent neural networkNeural net architectureDigital pathology toolsDeep learningSource softwareNet architectureFeature informationNeural networkNetwork parametersTIFF filesAdjuvant immunotherapyMelanoma recurrenceCohort 2Cohort 1Cell classificationStage IMultivariable Cox proportional hazards modelsDNNCox proportional hazards modelColumbia University Medical CenterNuclear segmentationEvidence of diseaseIndependent prognostic factor
2018
Financial Implications of Atypical Mycobacterial Infections After Cosmetic Tourism
Lee J, Morrison K, Maeng M, Ascherman J, Rohde C. Financial Implications of Atypical Mycobacterial Infections After Cosmetic Tourism. Annals Of Plastic Surgery 2018, 81: 269-273. PMID: 30028752, DOI: 10.1097/sap.0000000000001563.Peer-Reviewed Original ResearchConceptsCosmetic tourismAtypical mycobacterial infectionMycobacterial infectionFinancial riskTourismHospital billing informationClinical courseManagement of mycobacterial infectionsFinancial benefitsClinical course of patientsReturn to work timeIncidence of mycobacterial infectionsCourse of patientsFinancial implicationsSurgical site infectionColumbia University Medical CenterCosts associated with complicationsPlastic Surgery DivisionUniversity Medical CenterPotential costsEconomic impactRetrospective reviewClinical chartsSite infectionPatient demographics
2010
Multiple Testing, Cumulative Radiation Dose, and Clinical Indications in Patients Undergoing Myocardial Perfusion Imaging
Einstein AJ, Weiner SD, Bernheim A, Kulon M, Bokhari S, Johnson LL, Moses JW, Balter S. Multiple Testing, Cumulative Radiation Dose, and Clinical Indications in Patients Undergoing Myocardial Perfusion Imaging. JAMA 2010, 304: 2137-2144. PMID: 21078807, PMCID: PMC3667407, DOI: 10.1001/jama.2010.1664.Peer-Reviewed Original ResearchConceptsMyocardial perfusion imagingRadiation burdenEffective doseClinical indicationsEffective dosesColumbia University Medical CenterRetrospective cohort studyHigh radiation burdenUniversity Medical CenterCumulative radiation doseMultiple testingHigh-dose proceduresNumber of proceduresCohort studyConsecutive patientsWhite patientsDoses of radiationMedical CenterCardiac diseaseMyocardial perfusionPatientsPerfusion imagingUS populationAdditional proceduresSubsequent proceduresRacial and insurance disparities in the receipt of transplant among patients with hepatocellular carcinoma
Yu JC, Neugut AI, Wang S, Jacobson JS, Ferrante L, Khungar V, Lim E, Hershman DL, Brown RS, Siegel AB. Racial and insurance disparities in the receipt of transplant among patients with hepatocellular carcinoma. Cancer 2010, 116: 1801-1809. PMID: 20143441, PMCID: PMC3664455, DOI: 10.1002/cncr.24936.Peer-Reviewed Original ResearchConceptsHepatocellular carcinomaAdvanced diseaseCox modelMultivariable logistic regression modelColumbia University Medical CenterReceipt of transplantationPredictors of mortalityAmerican Cancer SocietyUniversity Medical CenterReceipt of transplantLogistic regression modelsLiver transplantTransplant recipientsConsecutive patientsMore patientsBlack patientsHispanic patientsPoor prognosisHCC patientsInsurance statusPoor survivalMedicaid patientsCancer SocietyMedical CenterMedicaid recipients
2008
Angiographic Patterns of Drug-Eluting Stent Restenosis and One-Year Outcomes After Treatment With Repeated Percutaneous Coronary Intervention
Solinas E, Dangas G, Kirtane AJ, Lansky AJ, Franklin-Bond T, Boland P, Syros G, Kim YH, Gupta A, Mintz G, Fahy M, Collins M, Kodali S, Stone GW, Moses JW, Leon MB, Mehran R. Angiographic Patterns of Drug-Eluting Stent Restenosis and One-Year Outcomes After Treatment With Repeated Percutaneous Coronary Intervention. The American Journal Of Cardiology 2008, 102: 311-315. PMID: 18638592, DOI: 10.1016/j.amjcard.2008.03.060.Peer-Reviewed Original ResearchConceptsPercutaneous coronary interventionMajor adverse cardiac eventsPatterns of ISRAdverse cardiac eventsTarget lesion revascularizationDES-ISRCoronary interventionPES-ISRCardiac eventsBalloon angioplastyStent restenosisDrug-eluting stent implantationColumbia University Medical CenterDES-ISR lesionsOne-year outcomesPaclitaxel-eluting stentsUnselected patient populationSirolimus-eluting stentsUniversity Medical CenterLow overall rateAngiographic patternsDES implantationDES placementISR lesionsConsecutive patients
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