Date of Award

1-1-2019

Language

English

Document Type

Dissertation

Degree Name

Doctor of Philosophy (PhD)

College/School/Department

Department of Computer Science

Content Description

1 online resource (xvi, 117 pages) : color illustrations.

Dissertation/Thesis Chair

Feng Chen

Committee Members

Pradeep K Atrey, Charalampos Chelmis

Keywords

Medical records, Data mining, Information storage and retrieval systems, Medical care

Subject Categories

Computer Sciences

Abstract

Data-Driven Healthcare (DDH) is defined as the usage of available medical big data to provide the best and most personalized care, which is believed to be one of the most promising directions for transforming healthcare. The healthcare data includes claims and cost data, clinical data, pharmaceutical R&D data, patient behavior and sentiment data, and health data on the web. There has been a remarkable upsurge in the adoption of healthcare data over the past several years. In particular, it has been used for medical concept extraction, patient trajectory modeling, disease inference, etc.

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