clintox

## Dataset Details

### Dataset Description

The ClinTox dataset includes drugs that have failed
clinical trials for toxicity reasons and also drugs that are associated
with successful trials.

- **Curated by:**
- **License:** CC BY 4.0

### Dataset Sources

- [original dataset](https://tdcommons.ai/single_pred_tasks/tox/#clintox)
- [corresponding publication](https://doi.org/10.1016/j.chembiol.2016.07.023)

## Citation

<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->

**BibTeX:**

```bibtex
@article{Gayvert2016,
doi = {10.1016/j.chembiol.2016.07.023},
url = {https://doi.org/10.1016/j.chembiol.2016.07.023},
year = {2016},
month = oct,
publisher = {Elsevier {BV}},
volume = {23},
number = {10},
pages = {1294--1301},
author = {Kaitlyn~M. Gayvert and Neel~S. Madhukar and Olivier Elemento},
title = {A Data-Driven Approach to Predicting Successes and Failures of Clinical Trials},
journal = {Cell Chemical Biology}}
```

## 数据集详情

### 数据集描述
ClinTox数据集涵盖两类药物：一类是因毒性问题未通过临床试验的药物，另一类是与临床试验成功相关的药物。

- **整理方：**
- **许可协议：** 知识共享署名4.0（CC BY 4.0）

### 数据集来源
- [原始数据集](https://tdcommons.ai/single_pred_tasks/tox/#clintox)
- [对应研究文献](https://doi.org/10.1016/j.chembiol.2016.07.023)

## 引用信息
<!-- 若存在介绍该数据集的论文或博客文章，请在此处填入其APA及BibTeX格式引用信息。 -->

**BibTeX：**
bibtex
@article{Gayvert2016,
doi = {10.1016/j.chembiol.2016.07.023},
url = {https://doi.org/10.1016/j.chembiol.2016.07.023},
year = {2016},
month = oct,
publisher = {Elsevier {BV}},
volume = {23},
number = {10},
pages = {1294--1301},
author = {Kaitlyn~M. Gayvert and Neel~S. Madhukar and Olivier Elemento},
title = {预测临床试验成败的数据驱动方法},
journal = {细胞化学生物学（Cell Chemical Biology）}
}

搜集汇总

背景与挑战

背景概述

ClinTox数据集收录了因毒性原因失败的临床试验药物和成功试验的药物，用于药物毒性研究。该数据集遵循CC BY 4.0许可协议，相关研究发表在Cell Chemical Biology期刊上。