Case‐based learning (CBL) has emerged as a pivotal approach in medical education by utilising real-world clinical scenarios to bridge the gap between theoretical knowledge and practical application.

With the emergence of huge amounts of heterogeneous multi-modal data, including images, videos, texts/languages, audios, and multi-sensor data, deep learning-based methods have shown promising ...