Abstract: Vision foundation models have shown great potential in improving generalizability and data efficiency, especially for medical image segmentation since medical image datasets are relatively ...
Abstract: Medical image segmentation plays a crucial role in various healthcare applications, enabling accurate diagnosis, treatment planning, and disease monitoring. Convolutional Neural Networks ...
Image segmentation divides a digital image into multiple regions or objects to facilitate analysis, enabling tasks from medical diagnosis to autonomous navigation. Traditional approaches include ...
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