1 code implementation • 20 Sep 2018 • Chengsheng Mao, Yiheng Pan, Zexian Zeng, Liang Yao, Yuan Luo
However, most of the previous deep neural network classifiers were based on deterministic architectures which are usually very noise-sensitive and are likely to aggravate the overfitting issue.
no code implementations • 13 Jun 2018 • Zexian Zeng, Yu Deng, Xiaoyu Li, Tristan Naumann, Yuan Luo
This article reviews recent advances in applying natural language processing (NLP) to Electronic Health Records (EHRs) for computational phenotyping.
no code implementations • 13 Jun 2018 • Zexian Zeng, Ankita Roy, Xiaoyu Li, Sasa Espino, Susan Clare, Seema Khan, Yuan Luo
Our model can accurately and efficiently identify distant recurrences in breast cancer by combining features extracted from unstructured clinical narratives and structured clinical data.