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MODELING UNCERTAINTY IN DEEP LEARNING MODELS OF ELECTRONIC HEALTH RECORDS
Title
MODELING UNCERTAINTY IN DEEP LEARNING MODELS OF ELECTRONIC HEALTH RECORDS
Author
Qiu, Riyi
Date Created
2020
Subjects--Topical
Information technology
Description
Recent research development has demonstrated the advantages of deep learning models in prediction tasks on electronic health records (EHR) in the medical domain. However, the prediction results tend to be difficult to explain due to the complex ne...
The Intersection of Health Informatics and Disparities: Understanding How Data Promotes Health Equity
Title
The Intersection of Health Informatics and Disparities: Understanding How Data Promotes Health Equity
Author
Wilson, Kala
Date Created
2022
Subjects--Topical
Information technology
Description
In this collection of manuscripts, I developed a deeper understanding and insight into how the Coronavirus Disease 2019 (COVID-19) pandemic and subsequent transition to telehealth impacted 1) clinical electronic health record (EHR) data quality an...