3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.AI2022★ 3 cited
Review learning: Real world validation of privacy preserving continual learning across medical institutions
Jaesung Yoo, Sunghyuk Choi, Ye Seul Yang +9
When a deep learning model is trained sequentially on different datasets, it often forgets the knowledge learned from previous data, a problem known as catastrophic forgetting. Thi…
cs.LG2020
Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms
Joohyung Jeon, Junhui Kim, Joongheon Kim +3
This paper proposes a distributed deep learning framework for privacy-preserving medical data training. In order to avoid patients' data leakage in medical platforms, the hidden la…