Juan (Wendy) Zhao, PhD

Research Assistant Professor

Research




Using NLP on unstructured EHR for COVID-19 surveillance


We applied NLP pipeline and developed association analysis called ConceptWAS to track early symptoms for COVID-19




Machine learning using longitudinal EHR and genetic data to improve cardiovascular disease prediction


We developed machine learning and deep learning models to predict 10-year CVD risk using longitudinal EHR and genetic data.




Deep phenotyping using unsupervised machine learning


Applied a state-of-arts tensor factorization method to longitudinal EHR data

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