medical-image-analysis - GitHub 开源项目专题

1

TorchIO-project/torchio

Medical imaging processing for AI applications.

Python ⭐ 2.4k ⑂ 275 Apache-2.0 · 21 天前推送

augmentation deep-learning

21 天前

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2

fahadshamshad/awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

⭐ 1.3k ⑂ 195 · 2026-06-21推送

awesome-list deep-neural-networks

2026-06-21

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3

jeya-maria-jose/Medical-Transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

Python ⭐ 861 ⑂ 175 MIT · 2023-02-23推送

attention deep-learning

2023-02-23

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4

MIC-DKFZ/MedNeXt

[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.

Python ⭐ 525 ⑂ 70 Apache-2.0 · 2024-11-02推送

convnext medical-imaging

2024-11-02

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5

pykale/pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

Python ⭐ 487 ⑂ 73 MIT · 20 天前推送

computer-vision data-science

20 天前

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6

RichardObi/medigan

medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis

Python ⭐ 204 ⑂ 23 MIT · 2024-07-22推送

computer-vision dataset

2024-07-22

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7

Kaushalya/medclip

A multi-modal CLIP model trained on the medical dataset ROCO

Jupyter Notebook ⭐ 151 ⑂ 21 Apache-2.0 · 2025-06-04推送

flax huggingface

2025-06-04

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8

lin-tianyu/Stable-Diffusion-Seg

[MICCAI 2024] Codebase for "Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process"

Python ⭐ 115 ⑂ 10 NOASSERTION · 2025-06-20推送

computer-vision diffusion-models

2025-06-20

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9

aehrc/cvt2distilgpt2

Improving Chest X-Ray Report Generation by Leveraging Warm-Starting

Python ⭐ 79 ⑂ 10 GPL-3.0 · 2024-05-26推送

gpt-2 huggingface-transformers

2024-05-26

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