Jonathan Deaton

Big Self-Supervised Models Advance Medical Image Classification

2021 · arXiv (Cornell University)

Self-supervised pretraining followed by supervised fine-tuning has seen success in image recognition, especially when labeled examples are scarce, but has received limited attention in medical image analysis. This paper studies the effectiveness of self-supervised learning …