Disease prediction and report generation demo
Models trained to interpret chest X-rays can pick up spurious correlations rather than the information needed for reliable predictions. This research studies that problem and applies reinforcement learning alongside self- and semi-supervised training to improve robustness.
The research was published at IMVIP 2023. CXR Predict provides a related demo of self-supervised cross-modal representation learning.