FedPseudo: Pseudo value-based Deep Learning Models for Federated Survival Analysis

12 July 2022

Papers citing "FedPseudo: Pseudo value-based Deep Learning Models for Federated Survival Analysis"

5 / 5 papers shown

Title
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
Bayesian Federated Inference for Survival Models H. Pazira Emanuele Massa Jetty AM Weijers Anthony C. C. Coolen Marianne A Jonker FedML 31 2 0 26 Apr 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 22 10 0 04 Aug 2023
Federated Learning on Non-IID Data Silos: An Experimental Study Yue Liu Yiqun Diao Quan Chen Bingsheng He FedML OOD 101 950 0 03 Feb 2021
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