Not Quite Anything: Overcoming SAMs Limitations for 3D Medical Imaging

Keith Moore

Foundation segmentation models such as SAM and SAM-2 perform well on natural images but struggle with brain MRIs where structures like the caudate and thalamus lack sharp boundarie…