Xiaomin Ouyang, Xian Shuai, Yang Li, and Li Pan, Xifan Zhang, Heming Fu, Sitong Cheng, Xinyan Wang, Shihua Cao, Jiang Xin, Hazel Mok, Zhenyu Yan, Doris Sau Fung Yu, Timothy Kwok, Guoliang Xing, ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer’s Disease. In The 30th Annual International Conference on Mobile Computing and Networking, (Acceptance rate=23.19%), 2024
ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer’s Disease
ADMarker offers a new platform
that can allow AD clinicians to characterize and track the
complex correlation between multidimensional interpretable
digital biomarkers, demographic factors of patients, and AD
diagnosis in a longitudinal manner.