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

no code implementations • 23 Oct 2023 • Xiaomin Ouyang, Xian Shuai, Yang Li, 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 features a novel three-stage multi-modal federated learning architecture that can accurately detect digital biomarkers in a privacy-preserving manner.

Federated Learning Privacy Preserving

Few Shot Learning with Simplex

no code implementations • 27 Jul 2018 • Bowen Zhang, Xifan Zhang, Fan Cheng, Deli Zhao

During testing, combined with the test sample and the points in the class, a new simplex is formed.

Few-Shot Learning