2022
Development and validation of the age-associated dementia policy (AgeD-Pol) computer simulation model in the USA and Europe
Hyle E, Foote J, Shebl F, Qian Y, Reddy K, Mukerji S, Wattananimitgul N, Viswanathan A, Schwamm L, Pandya A, Freedberg K. Development and validation of the age-associated dementia policy (AgeD-Pol) computer simulation model in the USA and Europe. BMJ Open 2022, 12: e056546. PMID: 35793913, PMCID: PMC9260808, DOI: 10.1136/bmjopen-2021-056546.Peer-Reviewed Original ResearchMeSH KeywordsAdultCohort StudiesComputer SimulationDementiaEuropeFemaleHumansMalePolicyUnited StatesConceptsAge-associated dementiaKaiser Permanente Northern CaliforniaCumulative incidenceAAD incidenceInternal validationLifetime cumulative incidenceSex-stratified dataExternal validationFramingham Heart StudyCohort studyRotterdam StudyRotterdam cohortDisease burdenDisease progressionOutcome measuresHeart StudyDATA SOURCESACT cohortAdult ChangesCohort dataNatural historyCohortMortalityHealth systemIncidence
2017
Bayesian Variable Selection Methods for Matched Case-Control Studies
Asafu-Adjei J, Tadesse M, Coull B, Balasubramanian R, Lev M, Schwamm L, Betensky R. Bayesian Variable Selection Methods for Matched Case-Control Studies. The International Journal Of Biostatistics 2017, 13: 20160043. PMID: 28157692, PMCID: PMC5505078, DOI: 10.1515/ijb-2016-0043.Peer-Reviewed Original Research
2013
Variable Selection and Prediction Using a Nested, Matched Case-Control Study: Application to Hospital Acquired Pneumonia in Stroke Patients
Qian J, Payabvash S, Kemmling A, Lev MH, Schwamm LH, Betensky RA. Variable Selection and Prediction Using a Nested, Matched Case-Control Study: Application to Hospital Acquired Pneumonia in Stroke Patients. Biometrics 2013, 70: 153-163. PMID: 24320930, PMCID: PMC3954429, DOI: 10.1111/biom.12113.Peer-Reviewed Original ResearchConceptsMassachusetts General HospitalCase-control studyStroke patientsAcute ischemic stroke patientsBrain regionsMatched Case-Control StudyHospital-Acquired PneumoniaIschemic stroke patientsLarge prospective studiesUnconditional logistic regressionCase-control designSpecific brain regionsAcquired PneumoniaAcute infarctionClinical featuresProspective studyClinical variablesGeneral HospitalEpidemiologic studiesPatientsModern imagingLarger studyLogistic regressionAppropriate statistical analysisHAP studies
2009
ABC/2 for rapid clinical estimate of infarct, perfusion, and mismatch volumes
Sims J, Gharai L, Schaefer P, Vangel M, Rosenthal E, Lev M, Schwamm L. ABC/2 for rapid clinical estimate of infarct, perfusion, and mismatch volumes. Neurology 2009, 72: 2104-2110. PMID: 19528517, PMCID: PMC2697964, DOI: 10.1212/wnl.0b013e3181aa5329.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overBrainBrain InfarctionCerebral ArteriesCerebral HemorrhageCerebrovascular CirculationComputer SimulationDiagnosis, DifferentialDiffusion Magnetic Resonance ImagingFemaleHumansImage Processing, Computer-AssistedMaleMiddle AgedNerve Fibers, MyelinatedPredictive Value of TestsRetrospective StudiesSeverity of Illness IndexTime Factors
2008
Clinical- and Imaging-Based Prediction of Stroke Risk After Transient Ischemic Attack
Ay H, Arsava E, Johnston S, Vangel M, Schwamm L, Furie K, Koroshetz W, Sorensen A. Clinical- and Imaging-Based Prediction of Stroke Risk After Transient Ischemic Attack. Stroke 2008, 40: 181-186. PMID: 18948609, DOI: 10.1161/strokeaha.108.521476.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overBrainComorbidityComputer SimulationDiffusion Magnetic Resonance ImagingDisease ProgressionEarly DiagnosisEmergency Medical ServicesFemaleHumansIncidenceIschemic Attack, TransientLogistic ModelsMaleMiddle AgedNeurologic ExaminationPredictive Value of TestsPrognosisReproducibility of ResultsRisk FactorsStrokeConceptsTransient ischemic attackIschemic attackStroke riskClinical featuresDiffusion-weighted imagingAcute infarctsClinical transient ischemic attackDiffusion-weighted imaging findingsEarly stroke riskRelevant clinical settingsCharacteristic curveLogistic regression modelsConsecutive patientsSymptom onsetIndependent predictorsRisk stratificationImaging findingsTherapeutic measuresHospital resourcesEarly riskClinical settingResponse criteriaPredictive instrumentStrokeSubsequent stroke