Juan (Wendy) Zhao, PhD
Research Assistant Professor
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Description
Recent Updates
Using NLP on unstructured EHR for COVID-19 surveillance
Project
Objective: Identifying symptoms highly specific to COVID-19 would improve the clinical and public health response to infectious outbreaks...
Deep phenotyping using unsupervised machine learning
Project
Tensor factorization on temporal structured EHR for deep phenotyping We applied a state-of-arts tensor factorization method to longitu...
Machine learning using longitudinal EHR and genetic data to improve cardiovascular disease prediction
Project
This study was among the early works that developed machine learning and deep learning models to predict 10-year CVD risk using longitudi...