Congyu Zou

Joint Learning of Localized Representations from Medical Images and Reports

"Contrastive learning has proven effective for pre-training image models on unlabeled data with promising results for tasks such as medical image classification. Using paired text (like radiological reports) during pre-training improves the results even further. Still, most existing methods target i…