Necessity and Impact of Specialization of Large Foundation Model for Medical Segmentation Tasks
This study evaluates MedSAM and LiteMedSAM for medical image segmentation, finding that off-the-shelf performance is poor but specialized fine-tuning significantly improves accuracy.
bioRxiv · Jun 2, 2024Bioengineering