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Studies on Using Data-Driven Decision Support Systems to Improve Personalized Medicine Processes
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
- 로그인을 한후 보실 수 있는 자료입니다.
- Control Number
- joongbu:552898