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Studies on Using Data-Driven Decision Support Systems to Improve Personalized Medicine Processes
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Studies on Using Data-Driven Decision Support Systems to Improve Personalized Medicine Processes
자료유형  
 학위논문
Control Number  
0014998471
International Standard Book Number  
9780438146891
Dewey Decimal Classification Number  
658
Main Entry-Personal Name  
Cameron, Kellas Ross.
Publication, Distribution, etc. (Imprint  
[Sl] : Boston University, 2018
Publication, Distribution, etc. (Imprint  
Ann Arbor : ProQuest Dissertations & Theses, 2018
Physical Description  
170 p
General Note  
Source: Dissertation Abstracts International, Volume: 79-11(E), Section: A.
General Note  
Adviser: Nitin R. Joglekar.
Dissertation Note  
Thesis (Ph.D.)--Boston University, 2018.
Summary, Etc.  
요약This dissertation looks at how new sources of information should be incorporated into medical decision-making processes to improve patient outcomes and reduce costs. There are three fundamental challenges that must be overcome to effectively use
Summary, Etc.  
요약The first study looks at how we can infer which patients will receive the most value from genomic testing. The difficult statistical problem is how to separate the distribution of patients, based on ex-ante factors, to identify the best candidat
Summary, Etc.  
요약The second study focuses on understanding how technology-enabled continuity of care (TECC) for Chronic Obstructive Pulmonary Disease (COPD) and Congestive Heart Failure (CHF) patients can be utilized to improve patient engagement, measured in te
Summary, Etc.  
요약The third study looks at how data-driven decision support systems can allow physicians to more accurately understand which patients are at high-risk of readmission. We look at how we can use available patient-specific information for patients ad
Summary, Etc.  
요약Taken together, these three studies allow us to build a robust theory to tackle these challenges, both operational and policy-related, that need to be addressed for physicians to take advantage of the growing availability of patient-specific inf
Subject Added Entry-Topical Term  
Management
Subject Added Entry-Topical Term  
Health care management
Added Entry-Corporate Name  
Boston University Management
Host Item Entry  
Dissertation Abstracts International. 79-11A(E).
Host Item Entry  
Dissertation Abstract International
Electronic Location and Access  
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Control Number  
joongbu:552898
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