Kalray/unet2d-tiny-med

Introduction

This repository stores the model for Unet-tiny-medical, compatible with Kalray's neural network API.
Please see www.github.com/kalray/kann-models-zoo for details and proper usage.

Contents

• ONNX: unet2d_mri_brain.onnx

Lecture note reference

• arxiv paper: https://arxiv.org/abs/1505.04597

Repository or links references

• github repository : https://github.com/mateuszbuda/brain-segmentation-pytorch
• dataset : https://www.kaggle.com/datasets/mateuszbuda/lgg-mri-segmentation

Citations:

@article{buda2019association,
  title={Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm},
  author={Buda, Mateusz and Saha, Ashirbani and Mazurowski, Maciej A},
  journal={Computers in Biology and Medicine},
  volume={109},
  year={2019},
  publisher={Elsevier},
  doi={10.1016/j.compbiomed.2019.05.002}
}

Author: nbouberbachene@kalrayinc.com