# SLSDeep

**Repository Path**: liu-qi/SLSDeep

## Basic Information

- **Project Name**: SLSDeep
- **Description**: SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-10-21
- **Last Updated**: 2021-10-21

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 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.

<center><img src="model-archi.jpg" height="185"></img></center>

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](https://challenge.kitware.com/#challenges).