Unlocking the Power of AI in Medical Image Segmentation: A Deep Dive into Semi-Supervised Learning with SAM

In the world of medical imaging, precision is everything. The task of semantic segmentation — identifying and delineating objects within images — is a cornerstone of medical data analysis. However, the challenge lies in the dependency on large, annot...