Search Results for author: Zexian Zeng

Found 3 papers, 1 papers with code

Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images

1 code implementation20 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.

General Classification Image Classification

Natural Language Processing for EHR-Based Computational Phenotyping

no code implementations13 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.

Computational Phenotyping

Using Clinical Narratives and Structured Data to Identify Distant Recurrences in Breast Cancer

no code implementations13 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.

Computational Phenotyping

Cannot find the paper you are looking for? You can Submit a new open access paper.