SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data

Sourya Sengupta, Satrajit Chakrabarty, Keerthi Sravan Ravi +2

Foundation models like the Segment Anything Model (SAM) excel in zero-shot segmentation for natural images but struggle with medical image segmentation due to differences in textur…