Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images

2 code implementations • 15 Aug 2023 • Soroosh Tayebi Arasteh, Leo Misera, Jakob Nikolas Kather, Daniel Truhn, Sven Nebelung

In this study, we explored if SSL for pre-training on non-medical images can be applied to chest radiographs and how it compares to supervised pre-training on non-medical images and on medical images.

Medical Diagnosis Medical Image Classification +1