Federated Multi-View Learning for Private Medical Data Integration and
Analysis

Federated Multi-View Learning for Private Medical Data Integration and Analysis

4 May 2021

Hao Peng

Lichao Sun

Papers citing "Federated Multi-View Learning for Private Medical Data Integration and Analysis"

17 / 17 papers shown

Title
UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Chung-ju Huang Yuanpeng He Xiao Han Wenpin Jiao Zhi Jin Leye Wang FedML 108 3 0 20 Jan 2025
A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations Mingkai Huang Hao Li Bing Bai Chang Wang Kun Bai Fei Wang FedML 80 33 0 25 Aug 2020
Asymmetrical Vertical Federated Learning Yang Liu Xiong Zhang Libin Wang FedML 27 46 0 16 Apr 2020
Federated Multi-view Matrix Factorization for Personalized Recommendations Adrian Flanagan Were Oyomno A. Grigorievskiy K. E. Tan Suleiman A. Khan Muhammad Ammad-ud-din FedML 46 71 0 08 Apr 2020
Multi-Participant Multi-Class Vertical Federated Learning Siwei Feng Han Yu FedML 61 89 0 30 Jan 2020
Federated Uncertainty-Aware Learning for Distributed Hospital EHR Data Sabri Boughorbel Fethi Jarray Neethu Venugopal S. Moosa Haithum Elhadi Michel Makhlouf OOD FedML 118 51 0 27 Oct 2019
FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare Yiqiang Chen Jindong Wang Chaohui Yu Wen Gao Xin Qin FedML 73 717 0 22 Jul 2019
Patient Clustering Improves Efficiency of Federated Machine Learning to predict mortality and hospital stay time using distributed Electronic Medical Records Li Huang Dianbo Liu OOD FedML 66 367 0 22 Mar 2019
Federated Machine Learning: Concept and Applications Qiang Yang Yang Liu Tianjian Chen Yongxin Tong FedML 70 2,311 0 13 Feb 2019
A Self-Organizing Tensor Architecture for Multi-View Clustering Lifang He Chun-Ta Lu Yong Chen Jiawei Zhang Linlin Shen Philip S. Yu Fei Wang 3DV 31 11 0 18 Oct 2018
DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection Bokai Cao Lei Zheng Chenwei Zhang Philip S. Yu A. Piscitello John Zulueta Olusola Ajilore K. Ryan Alex Leow 50 125 0 23 Mar 2018
Federated Multi-Task Learning Virginia Smith Chao-Kai Chiang Maziar Sanjabi Ameet Talwalkar FedML 150 1,807 0 30 May 2017
Federated Tensor Factorization for Computational Phenotyping Yejin Kim Jimeng Sun Hwanjo Yu Xiaoqian Jiang FedML 40 114 0 11 Apr 2017
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 392 17,453 0 17 Feb 2016
Efficient Machine Learning for Big Data: A Review Omar Y. Al-Jarrah Paul D. Yoo Sami Muhaidat G. Karagiannidis K. Taha 42 556 0 18 Mar 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,338 0 03 Jun 2014
A Survey on Multi-view Learning Chang Xu Dacheng Tao Chao Xu AI4TS 103 1,128 0 20 Apr 2013