Shypd.aiThe largest open index of AI toolsSAM4MIS is an open-source project that tracks and summarizes research on the Segment Anything Model (SAM) and other foundation models for medical image segmentation. It provides a comprehensive overview of current applications and future directions in the field.
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SAM4MIS is an open-source project dedicated to tracking and summarizing the latest research progress of the Segment Anything Model (SAM) and other foundation models in medical image segmentation. Leveraging the inherent flexibility of prompting, these models have become dominant in natural language processing and computer vision, extending into image/video segmentation. This repository serves as a valuable resource for researchers, offering a comprehensive survey of recent endeavors to adapt SAM for medical image segmentation tasks, including empirical benchmarking and methodological adaptations. It also explores potential future research directions and provides citations for relevant papers, making it an essential tool for those working in biomedical image analysis.
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