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Comprehensive Management and Analysis of Complex and Large Research Datasets: An Application in Communication Science and Disorders

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개인저자Aldhoayan, Mohammed D.
단체저자명University of Pittsburgh.
서명/저자사항Comprehensive Management and Analysis of Complex and Large Research Datasets: An Application in Communication Science and Disorders.
발행사항[S.l.] : University of Pittsburgh., 2018
발행사항Ann Arbor : ProQuest Dissertations & Theses, 2018
형태사항271 p.
소장본 주기School code: 0178.
ISBN9780438364004
일반주기 Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
요약Today, healthcare is awash in data. With the increasing number of data resources and advancements in information technology, large and complex research datasets are at hand to be used and converted into knowledge, which is one critical driver in
요약This dissertation research is aimed at demonstrating a data management and quality assurance process through the implementation of a full research dataset lifecycle, building a centralized and secured database with a user-friendly interface and
요약Results of this study have shown that automating the process of extracting, verifying, transforming, and storing large research datasets from their source files to a structured and analysis-friendly database increases the quality of the data, re
요약Results from the sentence comprehension analysis have shown that language processing, short-term memory, and working memory can be measured separately. The structural equation modeling analyses have also shown the importance of working memory an
요약The data processing techniques used in this dissertation have laid the cornerstone of a generic data processing and management system that gives clinical researchers, especially the ones with limited resources, the ability to manage and process
일반주제명Health sciences.
Information science.
언어영어
기본자료 저록Dissertation Abstracts International79-12B(E).
Dissertation Abstract International
대출바로가기http://www.riss.kr/pdu/ddodLink.do?id=T15001373

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