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Principal Investigator  
Principal Investigator's Name: Chengyue Huang
Institution: Renmin University of China
Department: Statistics
Country:
Proposed Analysis: Electronic health records (EHRs) include rich information to support AI-driven healthcare. However, EHRs are noisy, incomplete and complex. Also, many approaches have been proposed to make full use of all the modalities in EHRs. So these apporaches may encounter the problem that some modalities are incomplete, which causes the decline in performance. Our goal is to solve the above problem by proposing new approaches in generating realistic synthetic patient records, based on real patient records.
Additional Investigators