Shypd.aiThe largest open index of AI toolsSAM-Med3D is an open-source AI tool for 3D volumetric medical image segmentation. It provides an efficient general-purpose promptable segmentation model for medical imaging tasks.
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SAM-Med3D is an open-source, general-purpose promptable segmentation model specifically designed for 3D volumetric medical images. It offers efficient segmentation capabilities, requiring significantly fewer prompt points for satisfactory 3D outcomes compared to other methods. The tool comes with a curated dataset, SA-Med3D-140K, comprising 143K 3D masks across 245 categories, making it the most extensive volumetric medical dataset to date. SAM-Med3D has been thoroughly assessed across 16 frequently used volumetric medical image segmentation datasets and a newer finetuned version, SAM-Med3D-turbo, is also available, trained on 44 datasets for improved performance. It supports quick start usage with Python code and provides steps for training and fine-tuning on custom data.
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