2 citations · 6 across the 4 of their papers we have counts for
4 papers
Cancer classification and pathway discovery using non-negative matrix factorization
Zexian Zeng, Andy Vo, Chengsheng Mao +3
Extracting genetic information from a full range of sequencing data is important for understanding diseases. We propose a novel method to effectively explore the landscape of genet…
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images
Chengsheng Mao, Yiheng Pan, Zexian Zeng +2
Thoracic diseases are very serious health problems that plague a large number of people. Chest X-ray is currently one of the most popular methods to diagnose thoracic diseases, pla…
Natural Language Processing for EHR-Based Computational Phenotyping
Zexian Zeng, Yu Deng, Xiaoyu Li +2
This article reviews recent advances in applying natural language processing (NLP) to Electronic Health Records (EHRs) for computational phenotyping. NLP-based computational phenot…
Using Clinical Narratives and Structured Data to Identify Distant Recurrences in Breast Cancer
Zexian Zeng, Ankita Roy, Xiaoyu Li +4
Accurately identifying distant recurrences in breast cancer from the Electronic Health Records (EHR) is important for both clinical care and secondary analysis. Although multiple a…