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Geriatric Medicine

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Geriatric Medicine

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Research Frontiers in Polypharmacy Management Machine Learning Systems

Development of artificial intelligence algorithms to optimize medication regimens and predict adverse drug interactions in older adults.

Pharmacokinetic Deconvolution in Multi-Drug Aging Phenotypes
Adverse Drug Interaction Prediction at the Geriatric Proteome Level
Temporal Drug-Gene Interactions in Age-Related Metabolic Decline
Polypharmacy-Induced Organ Vulnerability Mapping in Elderly Cohorts
Machine Learning Architecture for Deprescribing Decision Support Systems
Microbiome-Mediated Drug Metabolism in Polymedicated Older Adults
Cognitive Impairment Prediction from Medication Complexity Networks
Cumulative Nephrotoxicity Risk Modeling in Chronic Polypharmacy
Real-World Adherence Patterns and Drug Efficacy in Geriatric Populations
Frailty Trajectories Linked to Medication Burden and Transitions

All Geriatric Medicine PhD categories