https://github.com/bhklab/med-imagenet
Med-ImageNet processing scripts via Med-ImageTools AutoPipeline
https://github.com/bhklab/med-imagenet
Last synced: 3 months ago
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Med-ImageNet processing scripts via Med-ImageTools AutoPipeline
- Host: GitHub
- URL: https://github.com/bhklab/med-imagenet
- Owner: bhklab
- License: gpl-3.0
- Created: 2022-05-19T18:35:04.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2025-01-13T15:14:42.000Z (5 months ago)
- Last Synced: 2025-01-13T15:38:43.253Z (5 months ago)
- Language: Jupyter Notebook
- Homepage: https://bhklab.github.io/med-imagenet/dev
- Size: 10.6 MB
- Stars: 1
- Watchers: 6
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Med-ImageNet: Open-source Medical Imaging Data Curation for Large-scale AI
## Project Description
Med-ImageNet is a transformative framework aiming to facilitate **access** to
**standardized** medical imaging dataset for cancer research and clinical AI applications.
## Key Information
- 🖼 **Project Title**: Med-ImageNet
- 🧬 **Objective**: Standardize and curate oncology imaging data to
**support AI-driven cancer research,** focusing on **auto-segmentation**,
**treatment planning**, and **monitoring**.
- 🌐 **Significance**: Tackles the lack of standardized healthcare imaging data,
making data **FAIR (Findable, Accessible, Interoperable, and Reusable)**
for machine learning applications.
- 💻 **Innovations**: Develops MedImage-Tools for data standardization,
providing a comprehensive, open-source dataset for cancer imaging.
- 🌍 **Equity and Inclusion**: Prioritizes data inclusivity by
representing diverse populations in cancer research.
- 🤝 **Collaboration**: Engages with the AI and medical communities to
foster collaboration and innovation in cancer research.