Northwestern University

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Filtering by: Creator Deng, Yu Keyword electronic health records Keyword machine learning

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Advancing Computational Methods to Derive Insights from Real-world Health Data

Description:

In 2009, the Health Information Technology for Economic and Clinical Health Act (HITECH) promoted national use of electronic health records (EHR) in the US by giving incentives to providers who adopt ‘meaningful use’ of EHRs. As of 2017, nearly 86% of office-based physicians had adopted EHRs. EHRs have rich information...

Keyword:

computational phenotyping, real world evidence data, machine learning, biomedical informatics, deep learning, and electronic health records

Subject:

Bioinformatics

Creator:

Deng, Yu

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

09/22/2022

Date Created:

2022-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:15969 and etdadmin_upload_886066