metadata
license: mit
pipeline_tag: image-segmentation
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: [email protected]