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cs.CV2025
Multimodal Medical Image Classification via Synergistic Learning Pre-training
Qinghua Lin, Guang-Hai Liu, Zuoyong Li +3
Multimodal pathological images are usually in clinical diagnosis, but computer vision-based multimodal image-assisted diagnosis faces challenges with modality fusion, especially in…
cs.CV2024
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
Weiyi Xie, Nathalie Willems, Shubham Patil +2
We propose a straightforward yet highly effective few-shot fine-tuning strategy for adapting the Segment Anything (SAM) to anatomical segmentation tasks in medical images. Our nove…