# GSClassifier

**Repository Path**: huangwb8/GSClassifier

## Basic Information

- **Project Name**: GSClassifier
- **Description**: A comprehensive  classification tool  based on pure transcriptomics for precision medicine
- **Primary Language**: R
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-12-01
- **Last Updated**: 2024-06-07

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

<p align="left">
<a href="https://github.com/huangwb8/GSClassifier"><img src="https://github.com/huangwb8/test_file/blob/master/GSClassifier/logo%20for%20GSClassifier.jpg?raw=true" height="160"> </a>
</p>

# GSClassifier: Gene Signature Classifier

<p align="left">
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### A comprehensive and expandable classification tool  based on pure transcriptomics for precision medicine


## :camel: Tutorial

> [Github wiki](https://github.com/huangwb8/GSClassifier/wiki) of GSClassifier would be still online but not maintained anymore.

Please go to [eBook](https://huangwb8.github.io/GSClassifier.principle/) for step-by-step guides.


## :alien: Authors

Weibin Huang (黄伟斌);  <hwb2012@qq.com>; [Blog](https://blognas.hwb0307.com/); <a href="https://blognas.hwb0307.com/thankyou"><img src="https://img.shields.io/badge/say-thanks-ff69b4.svg"></a>

**Current position**:

+ Department of Gastrointestinal Surgery, Zhujiang Hospital, Southern Medical University, 253 Industrial Avenue Central, Guangzhou, Guangdong, China

**Legacy position**:

+ Department of Gastrointestinal Surgery, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou 510080, Guangdong, China.

+ Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-sen University, No. 628 Zhenyuan Road, Shenzhen, 518107, Guangdong, China.

## :+1: Our papers

1. [https://doi.org/10.1093/bib/bbac554](https://doi.org/10.1093/bib/bbac554)

```
@article{weibin2023,
   author = {Huang, W. and Zhang, Y. and Chen, S. and Yin, H. and Liu, G. and Zhang, H. and Xu, J. and Yu, J. and Xia, Y. and He, Y. and Zhang, C.},
   title = {Personalized immune subtypes based on machine learning predict response to checkpoint blockade in gastric cancer},
   journal = {Brief Bioinform},
   volume = {24},
   number = {1},
   ISSN = {1477-4054 (Electronic)
1467-5463 (Linking)},
   DOI = {10.1093/bib/bbac554},
   url = {https://www.ncbi.nlm.nih.gov/pubmed/36572651},
   year = {2023},
   type = {Journal Article}
}
```


## :cd: License

**GSClassifier** is released under the Apache-2.0 license. See [LICENSE](https://github.com/huangwb8/GSClassifier/blob/master/license.txt) for details.

## :star: Reference

1. Thorsson V, Gibbs D L, Brown S D, et al. The Immune Landscape of Cancer[J]. Immunity, 2018, 48(4): 812-830 e814.  DOI: 10.1016/j.immuni.2018.03.023

2. Gibbs D L J B. Robust classification of Immune Subtypes in Cancer[J]. bioRxiv.  2020. DOI: 10.1101/2020.01.17.910950

<p align="center">
<a href="https://github.com/huangwb8/GSClassifier"><img src="https://github.com/huangwb8/test_file/blob/master/GSClassifier/backgroud_for_GS_2.jpg?raw=true" width="900"> </a>
</p>