作者
Kexin Huang, Abhishek Singh, Sitong Chen, Edward T Moseley, Chih-Ying Deng, Naomi George, Charlotta Lindvall
发表日期
2019/12/27
期刊
arXiv preprint arXiv:1912.11975
简介
Clinical notes contain rich data, which is unexploited in predictive modeling compared to structured data. In this work, we developed a new text representation Clinical XLNet for clinical notes which also leverages the temporal information of the sequence of the notes. We evaluated our models on prolonged mechanical ventilation prediction problem and our experiments demonstrated that Clinical XLNet outperforms the best baselines consistently.
学术搜索中的文章
K Huang, A Singh, S Chen, ET Moseley, CY Deng… - arXiv preprint arXiv:1912.11975, 2019