2024
Gerontologic Biostatistics and Data Science: Aging Research in the Era of Big Data
Chen C, Murphy T, Speiser J, Bandeen-Roche K, Allore H, Travison T, Griswold M, Shardell M. Gerontologic Biostatistics and Data Science: Aging Research in the Era of Big Data. The Journals Of Gerontology Series A 2024, glae269. PMID: 39500720, DOI: 10.1093/gerona/glae269.Peer-Reviewed Original ResearchData scienceAdaptation of machine learningEra of Big DataSoftware resourcesBig DataComputer scienceMachine learningCutting-edge methodsIntegration of informationTechnological landscapeAnalysis of high-dimensional omics dataOpen scienceDataHigh-dimensional omics dataIntersection of statisticsGerontological researchSub-disciplineInformation
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