Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative
Multi-Modal Brain Tumor Segmentation

Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-Modal Brain Tumor Segmentation

22 August 2022

Ali Hatamizadeh

Ziyue Xu

Wenqi Li

Andriy Myronenko

Papers citing "Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-Modal Brain Tumor Segmentation"

6 / 6 papers shown

Title
A Taxonomy of Attacks and Defenses in Split Learning Aqsa Shabbir Halil Ibrahim Kanpak Alptekin Küpçü Sinem Sav 41 0 0 09 May 2025
TabVFL: Improving Latent Representation in Vertical Federated Learning Mohamed Rashad Zilong Zhao Jérémie Decouchant Lydia Y. Chen FedML 32 0 0 27 Apr 2024
Recent Methodological Advances in Federated Learning for Healthcare Fan Zhang Daniel Kreuter Yichen Chen Sören Dittmer Samuel Tull ... James H. F. Rudd J. A. Aston Carola-Bibiane Schönlieb Nicholas S. Gleadall Michael Roberts FedML OOD 21 5 0 04 Oct 2023
Robust Split Federated Learning for U-shaped Medical Image Networks Ziyuan Yang Yingyu Chen Huijie Huangfu Maosong Ran Hui Wang Xiaoxiao Li Yi Zhang OOD FedML 29 11 0 13 Dec 2022
Split Learning without Local Weight Sharing to Enhance Client-side Data Privacy Ngoc Duy Pham Tran Dang Khoa Phan A. Abuadbba Yansong Gao Doan Nguyen Naveen Chilamkurti 26 5 0 01 Dec 2022
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 1,703 0 18 Mar 2020