Heterogeneous Datasets for Federated Survival Analysis Simulation

Heterogeneous Datasets for Federated Survival Analysis Simulation

28 January 2023

Alberto Archetti

Eugenio Lomurno

Francesco Lattari

Matteo Matteucci

Papers citing "Heterogeneous Datasets for Federated Survival Analysis Simulation"

6 / 6 papers shown

Title
Federated Causal Inference in Healthcare: Methods, Challenges, and Applications Haoyang Li Jie Xu Kyra Gan Fei Wang Chengxi Zang FedML CML 24 0 0 04 May 2025
FedPseudo: Pseudo value-based Deep Learning Models for Federated Survival Analysis Md Mahmudur Rahman S. Purushotham OOD FedML 22 7 0 12 Jul 2022
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning Eugenio Lomurno Alberto Archetti Lorenzo Cazzella Stefano Samele Leonardo Di Perna Matteo Matteucci FedML 27 18 0 24 Sep 2021
Federated Learning on Non-IID Data Silos: An Experimental Study Q. Li Yiqun Diao Quan Chen Bingsheng He FedML OOD 85 936 0 03 Feb 2021
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 174 1,690 0 18 Mar 2020
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 102 1,229 0 02 Jun 2016