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OrganSubSegmenter
prasb/OrganSubSegmenter
OrganSubSegmenter is a machine learning model from prasb. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is an nnU-Net trained on AbdomenAtlas 2.0 to segment organs and organ sub-segments (e.g., pancreatic head, body and tail) in CT scans. The model is used at https://github.com/MrGiovanni/R-Super
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Updated Jul 7, 2025
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At a glance
- Access
- Public
- Created
- Jul 7, 2025
- Updated
- Jul 7, 2025
- SHA
- 87f36ceb
Model card
From the Hugging Face model README
This is an nnU-Net trained on AbdomenAtlas 2.0 to segment organs and organ sub-segments (e.g., pancreatic head, body and tail) in CT scans. The model is used at https://github.com/MrGiovanni/R-Super
Segmentation classes: "background": 0, "aorta": 1, "gall_bladder": 2, "kidney_left": 3, "kidney_right": 4, "postcava": 5, "spleen": 6, "stomach": 7, "adrenal_gland_left": 8, "adrenal_gland_right": 9, "bladder": 10, "celiac_trunk": 11, "colon": 12, "duodenum": 13, "esophagus": 14, "femur_left": 15, "femur_right": 16, "hepatic_vessel": 17, "intestine": 18, "lung_left": 19, "lung_right": 20, "portal_vein_and_splenic_vein": 21, "prostate": 22, "rectum": 23, "liver_segment_1": 24, "liver_segment_2": 25, "liver_segment_3": 26, "liver_segment_4": 27, "liver_segment_5": 28, "liver_segment_6": 29, "liver_segment_7": 30, "liver_segment_8": 31, "pancreas_head": 32, "pancreas_body": 33, "pancreas_tail": 34
- Created
- Jul 7, 2025
- Updated
- Jul 7, 2025