Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms:
Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data

Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data

20 August 2021

Papers citing "Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data"

10 / 10 papers shown

Title
Federated Split Learning for Human Activity Recognition with Differential Privacy Josue Ndeko Shaba Shaon Aubrey Beal Avimanyu Sahoo Dinh C. Nguyen FedML 20 0 0 09 Nov 2024
Edge AI Collaborative Learning: Bayesian Approaches to Uncertainty Estimation Gleb I. Radchenko Victoria Andrea Fill 26 0 0 11 Oct 2024
Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection Seokshin Son Soohyun Park Joongheon Kim 14 2 0 11 May 2023
GAN-based Vertical Federated Learning for Label Protection in Binary Classification Yujin Han Leying Guan FedML 35 0 0 04 Feb 2023
Protecting Split Learning by Potential Energy Loss Fei Zheng Chaochao Chen Lingjuan Lyu Xinyi Fu Xing Fu Weiqiang Wang Xiaolin Zheng Jianwei Yin 49 4 0 18 Oct 2022
Similarity-based Label Inference Attack against Training and Inference of Split Learning Junlin Liu Xinchen Lyu Qimei Cui Xiaofeng Tao FedML 24 26 0 10 Mar 2022
Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset Yoo Jeong Ha Gusang Lee M. Yoo Soyi Jung Seehwan Yoo Joongheon Kim OOD 16 25 0 21 Feb 2022
Quantum Distributed Deep Learning Architectures: Models, Discussions, and Applications Yunseok Kwak Won Joon Yun Jae Pyoung Kim Hyunhee Cho Minseok Choi Soyi Jung Joongheon Kim 50 41 0 19 Feb 2022
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques JunKyu Lee L. Mukhanov A. S. Molahosseini U. Minhas Yang Hua Jesus Martinez del Rincon K. Dichev Cheol-Ho Hong Hans Vandierendonck 38 29 0 30 Dec 2021
Spatio-Temporal Split Learning for Autonomous Aerial Surveillance using Urban Air Mobility (UAM) Networks Yoo Jeong Ha Soyi Jung Jae-Hyun Kim Marco Levorato Joongheon Kim 21 3 0 15 Nov 2021