Back to search

Article

Digital Twins and Predictive AI Frameworks for Simulating Health Trajectories and Optimizing Medication Adherence in Geriatric Care

2026-02-05

Abstract excerpt

The global aging crisis intensifies demands on healthcare systems, particularly in geriatric care where chronic multimorbidities, polypharmacy, and medication non-adherence precipitate frequent hospitalizations and diminished life quality. This paper proposes a novel framework that harnesses digital twins dynamic virtual replicas of elderly patients continuously updated via real-time streams from wearables, IoT se...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
ed182e88-ddcf-531c-b17e-b189c3f304ad
DOI
10.20944/preprints202602.0442.v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Digital Twins and Predictive AI Frameworks for Simulating Health Trajectories and Optimizing Medication Adherence in Geriatric CareDOI 10.20944/preprints202602.0442.v1
Medical Digital Twins for Personalized Chronic CareSemantic proximity
AI-Powered Wearable Sensors for Health Monitoring and Clinical Decision MakingSemantic proximity
Harnessing AI and IoT for the Future of Healthcare: A Comprehensive Review on Chronic Disease Management and Pandemic ResponseSemantic proximity
An AI Co-Data-Scientist for Prioritizing Candidate Biomarkers from Wearable Sensor DataSemantic proximity
An aging focused unobtrusive and Privacy-Preserving Digital BehavioromeSemantic proximity
Hierarchical Personalized Continual Federated Learning for Real Time Risk Prediction of Chronic DiseasesSemantic proximity
AI-enabled digital phenotyping for Alzheimer's disease: a review of multimodal sensor integration and symptom trajectories.Semantic proximity
A Step Towards Building Health Digital Twins: Patient Phenotype Representation for Health Outcome Prediction.Semantic proximity
Large Language Models forecast Patient Health Trajectories enabling Digital TwinsSemantic proximity
Explainable Machine Learning with Bayesian Hyper-Optimization for Predicting Cognitive Impairment from Longitudinal Nursing Home DataSemantic proximity
Human-in-the-Loop AI Digital Twin to Extend Virtual Precision Diabetes Care Between Visits: Results From a Randomized Clinical TrialSemantic proximity
Dynamic Preclinical Detection and Progression Prediction of Neurodegenerative Diseases Using Multi-Modal Deep LearningSemantic proximity
Select a neighboring publication to make it the new centre.