openmedical/registry
← registry

medical-segmentation-pytorch

imported

software/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.

record
Category
Software & Systems
Subcategory
unknown
License
Apache-2.0(osi)
Status
maintained
Maturity
deployed
Organization
unknown
Country
unknown
Homepage
unknown
Repository
github.com/zh320/medical-segmentation-pytorch
Documentation
unknown
Tags
distributed-training · knowledge-distillation · medical-image-segmentation · optuna · polyp-segmentation · pytorch · resunet · unet
Regulatory
unknown
built by · 1

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.

similar by tags

Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.

  • TRUSGlandSegmentationknowledge-distillation · pytorch

    Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study

  • VPSmedical-image-segmentation · polyp-segmentation · pytorch

    Official website for "Video Polyp Segmentation: A Deep Learning Perspective (MIR 2022)"

  • 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…

  • 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...

  • PraNet-V2medical-image-segmentation · polyp-segmentation

    PraNet-V2: Upgrading PraNet from binary (V1) to multi-class (V2) segmentation . Support both Jittor & PyTorch DL frameworks.

  • SAM2-UNetmedical-image-segmentation · polyp-segmentation

    [VINT 2026] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation

sources
  1. api.github.com/repos/zh320/medical-segmentation-pytorch
    retrieved 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.

Not yet verified by a human. Correct this record →

machine-readable

/v1/entries/3.json→ .entries["medical-segmentation-pytorch"]

Entries are sharded 64 ways by a stable hash of the id, so a consumer can find any record without an index.