SLSDeep

SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks

Introduction

This repository includes the code for reproducing the following paper which accepted for present in MICCAI 2018.

If you use this code or its database, please consider citing:

@article{sarker2018slsdeep,
  title={SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks},
  author={Sarker, Md and Kamal, Mostafa and Rashwan, Hatem A and Banu, Syeda Furruka and Saleh, Adel and Singh, Vivek Kumar and Chowdhury, Forhad UH and Abdulwahab, Saddam and Romani, Santiago and Radeva, Petia and Puig, Domenec},
  journal={arXiv preprint arXiv:1805.10241},
  year={2018}
}

Dependencies

• Pytorch
• Python 3.6

Skin Lesion Dataset

The ISBI 2016 and 2017 Dataset used for the experimentation can be found here.