Practical Challenges in Differentially-Private Federated Survival
Analysis of Medical Data

Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data

8 February 2022

Raouf Kerkouche

Mario Fritz

Papers citing "Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data"

4 / 4 papers shown

Title
Federated Neural Nonparametric Point Processes Hui Chen Hengyu Liu Hengyu Liu Xuhui Fan Zhilin Zhao Feng Zhou Christopher J. Quinn Longbing Cao FedML 38 0 0 08 Oct 2024
Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models Navid Seidi Satyaki Roy Sajal Kumar Das Ardhendu Shekhar Tripathy 33 2 0 20 Jul 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 19 10 0 04 Aug 2023
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 115 1,231 0 02 Jun 2016