Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models

20 July 2024

Papers citing "Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models"

7 / 7 papers shown

Title
Enhancing Federated Survival Analysis through Peer-Driven Client Reputation in Healthcare Navid Seidi Satyaki Roy Sajal Das FedML 35 0 0 22 May 2025
Attention on Personalized Clinical Decision Support System: Federated Learning Approach Chu Myaet Thwal K. Thar Ye Lin Tun Choong Seon Hong 37 22 0 22 Jan 2024
Scaling Survival Analysis in Healthcare with Federated Survival Forests: A Comparative Study on Heart Failure and Breast Cancer Genomics Alberto Archetti F. Ieva Matteo Matteucci FedML 48 11 0 04 Aug 2023
Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data Shadi Rahimian Raouf Kerkouche I. Kurth Mario Fritz FedML 29 11 0 08 Feb 2022
Privacy-Preserving Adversarial Networks Ardhendu Shekhar Tripathy Ye Wang Prakash Ishwar PICV 50 84 0 19 Dec 2017
Federated Learning: Strategies for Improving Communication Efficiency Jakub Konecný H. B. McMahan Felix X. Yu Peter Richtárik A. Suresh Dave Bacon FedML 269 4,620 0 18 Oct 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 239 17,328 0 17 Feb 2016