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。