2022
GERONTOLOGIC BIOSTATISTICS: MERGING WITH DATA SCIENCE AND TOWARD PERSONALIZED MEDICINE
Shardell M, Murphy T, Allore H. GERONTOLOGIC BIOSTATISTICS: MERGING WITH DATA SCIENCE AND TOWARD PERSONALIZED MEDICINE. Innovation In Aging 2022, 6: 177-177. PMCID: PMC9770254, DOI: 10.1093/geroni/igac059.708.Peer-Reviewed Original ResearchStudy of older personsEpidemiology of agingHealth-related interventionsAssessment of healthHeterogeneity of treatment effectsOlder personsOlder adultsIndividual sessionsTreatment effectsOlder patientsMultifactorial naturePublished studiesData scienceSessionsMultiple streams of dataStreams of dataMultimodal approachPersonalized medicineProgressive deteriorationIntegration of data scienceBehavioral phenotypesPatientsAgeInteractive visualizationPractice
2016
Individualized Absolute Risk Calculations for Persons with Multiple Chronic Conditions: Embracing Heterogeneity, Causality, and Competing Events
Allore H, McAvay G, Fragoso C, Murphy TE. Individualized Absolute Risk Calculations for Persons with Multiple Chronic Conditions: Embracing Heterogeneity, Causality, and Competing Events. International Journal Of Statistics In Medical Research 2016, 5: 48-55. PMID: 27076862, PMCID: PMC4827855, DOI: 10.6000/1929-6029.2016.05.01.5.Peer-Reviewed Original ResearchMultiple chronic conditionsPatient-centered outcomesPatient reported outcomesAbsolute risk calculationRisk calculatorChronic conditionsMore chronic medical conditionsPopulation of patientsChronic medical conditionsComplex treatment decisionsTreatment effectsPatient characteristicsAbsolute riskReported outcomesTreatment decisionsMedical conditionsPropensity score methodsSpecific treatmentRisk calculationOutcomesCompeting EventsPatientsTreatmentRiskScore method