https://github.com/perone/medicaltorch

A medical imaging framework for Pytorch
https://github.com/perone/medicaltorch

computer-vision deep-learning machine-learning medical-imaging python pytorch

Last synced: 9 days ago
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A medical imaging framework for Pytorch

• Host: GitHub
• URL: https://github.com/perone/medicaltorch
• Owner: perone
• License: apache-2.0
• Created: 2018-02-27T02:50:07.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-04-26T17:46:05.000Z (7 months ago)
• Last Synced: 2024-10-11T20:43:18.985Z (28 days ago)
• Topics: computer-vision, deep-learning, machine-learning, medical-imaging, python, pytorch
• Language: Python
• Homepage: http://medicaltorch.readthedocs.io
• Size: 790 KB
• Stars: 846
• Watchers: 49
• Forks: 126
• Open Issues: 17
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-pytorch-list-CNVersion - medicaltorch
• awesome_medical - medicaltorch
• Awesome-pytorch-list - medicaltorch
• awesome-python-machine-learning-resources - GitHub - 59% open · ⏱️ 16.04.2021): (医疗领域)

README

        
![](/docs/source/_static/img/logo_hr.png)

[![Documentation Status](https://readthedocs.org/projects/medicaltorch/badge/?version=latest)](http://medicaltorch.readthedocs.io/en/latest/?badge=latest) [![CircleCI](https://circleci.com/gh/perone/medicaltorch.svg?style=svg)](https://circleci.com/gh/perone/medicaltorch)

[![DOI](https://zenodo.org/badge/123063153.svg)](https://zenodo.org/badge/latestdoi/123063153)

# Welcome to MedicalTorch

MedicalTorch is an open-source framework for PyTorch, implementing an extensive set

of loaders, pre-processors and datasets for medical imaging.

## Citing MedicalTorch

Please cite this work if you found it useful for your research, use the [DOI provided](https://zenodo.org/badge/latestdoi/123063153) by Zenodo to cite this work.

## Getting Started

- [Official Documentation](http://medicaltorch.readthedocs.io)

- [External tutorial: Spinal Cord Gray Matter Segmentation (Google Colab)](https://colab.research.google.com/drive/1V516_8lzebSPw_ygZhJQLfbGedMDikPc)

- [Dataloader Tutorial](https://github.com/perone/medicaltorch/tree/master/examples/Dataloaders_NIFTI.ipynb)

- [The API Reference](https://medicaltorch.readthedocs.io/en/stable/modules.html)