Addressing Deficiencies from Missing Data in Electronic Health Records

Electronic health records (EHRs) contain a wealth of data that can be used to improve patient-centered outcomes. In particular, EHRs have been used for disease prediction, data-driven clinical decision support, patient trajectory modeling, etc. However, it is common that EHRs data contain substantia...

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Bibliographic Details
Main Author: Zhou, Tianqi
Other Authors: Gupta, Amar
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139587