Data Infrastructure for Medical Research is an ideal primer for medical and computer science professionals designing and understanding data infrastructure for medical research. It focuses primarily on the data management and computer aspects of the problem. Nevertheless, the monograph is intended to appeal to both audiences: technical/computer scientists in the process of designing infrastructure and systems for the analysis of medical data as well as medical professionals who want to understand the challenges involved. The monograph looks at the most common and challenging topics in the context of developing infrastructure storing, processing and analyzing medical data. It surveys state-of- the-art methods, current research efforts of the most important topics around the treatment of medical data as well as the most relevant up and coming research efforts in the context of medical data.
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This monograph is an ideal primer for medical and computer science professionals designing and understanding data infrastructure for medical research. It is intended to appeal to both audiences: technical/computer scientists in the process of designing infrastructure and systems for the analysis of medical data as well as medical professionals who want to understand the challenges involved.
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1: Introduction 2: Data Privacy 3: Cleaning and Integrating Medical Data 4: In-Situ Data Analysis 5: Medical Data Processing 6: Medical Data Formats and Indexing 7: Towards a Medical Data Lake 8: Summary and Outlook. References.
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Produktdetaljer
ISBN
9781680833485
Publisert
2017-11-08
Utgiver
Vendor
now publishers Inc
Aldersnivå
U, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
120