ADMarker: A Multi-Modal Federated Learning System for Detecting Digital Biomarkers of Alzheimer's Disease

ADMarker is the first end-to-end system that integrates multi-modal sensors and new federated learning algorithms to accurately detect a comprehensive set of multidimensional digital biomarkers of Alzheimer's disease in a privacy-preserving manner.