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eess.IV2022
Self-supervised Multi-modal Training from Uncurated Image and Reports Enables Zero-shot Oversight Artificial Intelligence in Radiology
Sangjoon Park, Eun Sun Lee, Kyung Sook Shin +2
Oversight AI is an emerging concept in radiology where the AI forms a symbiosis with radiologists by continuously supporting radiologists in their decision-making. Recent advances…
cs.LG2022
Multi-Task Distributed Learning using Vision Transformer with Random Patch Permutation
Sangjoon Park, Jong Chul Ye
The widespread application of artificial intelligence in health research is currently hampered by limitations in data availability. Distributed learning methods such as federated l…