Radiology Differential privacy preserved federated learning for prognostic modeling in COVID-19 patients using large multi-institutional chest CT dataset. February 9, 2024
Gastroenterology | Medical Image Processing Tri-branch feature pyramid network based on federated particle swarm optimization for polyp segmentation. February 2, 2024
Data Science | Emergency Medicine | Infectious Disease A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals. January 26, 2024
Radiology Dense Contrastive-based Federated Learning for Dense Prediction Tasks on Medical Images. January 24, 2024
Neurology Aggregating intrinsic information to enhance BCI performance through federated learning. January 17, 2024
Computer Science | Machine Learning Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience. January 12, 2024
Neurology | Psychiatry Cross-Silo, Privacy-Preserving, and Lightweight Federated Multimodal System for the Identification of Major Depressive Disorder Using Audio and Electroencephalogram. January 11, 2024
Radiology Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI. December 23, 2023
Health Informatics | Machine Learning | Oncology A Federated Learning Approach to Breast Cancer Prediction in a Collaborative Learning Framework. December 22, 2023
Deep Learning | Digital Healthcare | IoMT Digital healthcare framework for patients with disabilities based on deep federated learning schemes. December 20, 2023
Cancer Research | Oncology Encrypted federated learning for secure decentralized collaboration in cancer image analysis. December 17, 2023