Medical-Transformer

Repository facts

Stars

860

Forks

174

Open issues and pull requests

37

Primary language

Python

License

MIT License (MIT)

Owner

jeya-maria-jose · Personal account

Created

Feb 14, 2021

Last push

Feb 23, 2023

Topics

• attention
• deep-learning
• medical-image-analysis
• medical-imaging
• pytorch
• segmentation
• transformer
• transformers

Rank #6,742 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

Related projects

Projects that share this one’s GitHub topics.

• 5,672

  Rank 5,672: gordicaleksa/pytorch-original-transformer

  My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currentl…

  1,117 starsJupyter NotebookMITLast push Dec 27, 2020

• 9,149

  Rank 9,149: MIC-DKFZ/MedNeXt

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

  536 starsPythonApache-2.0Last push Nov 2, 2024

• 5,360

  Rank 5,360: The-AI-Summer/self-attention-cv

  Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

  1,214 starsPythonMITLast push Sep 14, 2021

• 6,003

  Rank 6,003: graphdeeplearning/graphtransformer

  Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

  1,030 starsPythonMITLast push Jul 27, 2021

• 4,784

  Rank 4,784: MedMNIST/MedMNIST

  [pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

  1,416 starsPythonApache-2.0Last push Jan 11, 2025

• 5,371

  Rank 5,371: mlmed/torchxrayvision

  TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

  1,211 starsJupyter NotebookOther licenseLast push Oct 18, 2026