medical-segmentation-pytorch
importedsoftware/medical-segmentation-pytorch
PyTorch implementation of medical semantic segmentations models, e.g. UNet, UNet++, DUCKNet, ResUNet, ResUNet++, and support knowledge distillation, distributed training, Optuna etc.
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Software & Systems
- Subcategory
- unknown
- License
- Apache-2.0(osi)
- Status
- maintained
- Maturity
- deployed
- Organization
- unknown
- Country
- unknown
- Homepage
- unknown
- Documentation
- unknown
- Tags
- distributed-training · knowledge-distillation · medical-image-segmentation · optuna · polyp-segmentation · pytorch · resunet · unet
- Regulatory
- unknown
Top contributors by commit count, from the project’s public repository. Avatars are served by their origin, not stored here. To be removed from this list, open an issue.
Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.
- VPSmedical-image-segmentation · polyp-segmentation · pytorch
Official website for "Video Polyp Segmentation: A Deep Learning Perspective (MIR 2022)"
- MCTSegknowledge-distillation · medical-image-segmentation
[Preprint] Official implementation of "A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete Modalities".
- TRUSGlandSegmentationknowledge-distillation · pytorch
Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study
- EfficientUNetPlusPlusmedical-image-segmentation · pytorch · unet
Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperforms the UNet++ in a coronary artery segmentation task, while…
- Lung-Tumor-Segmentation-DSmedical-image-segmentation · pytorch · unet
Lung tumor segmentation with the UNet model.
- MedicalSegmedical-image-segmentation · pytorch · unet
3D Medical Image Segmentation Models，集成各种医学图像分割模型的小框架，主要是3D，持续更新...
- api.github.com/repos/zh320/medical-segmentation-pytorchretrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2025-02-25, 29 stars, license reported as Apache-2.0. Category and schematic were assigned by keyword heuristics and are unreviewed.
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