CRC-SAM applies LoRA adaptation to MedSAM to deliver superior modality-agnostic segmentation of colorectal cancer on MSD-Colon, CVC-ClinicDB, and EBHI-Seg datasets.
Because early stages are frequently asymptomatic, early detection and accurate diagnosis are critical for improving outcomes
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CRC-SAM: SAM-Based Multi-Modal Segmentation and Quantification of Colorectal Cancer in CT, Colonoscopy, and Histology Images
CRC-SAM applies LoRA adaptation to MedSAM to deliver superior modality-agnostic segmentation of colorectal cancer on MSD-Colon, CVC-ClinicDB, and EBHI-Seg datasets.