Data Infrastructure for Medical Research (Foundations and Trends in Databases)

Heinis, Thomas/ Ailamaki, Anastasia

now publishers Inc（2017/11発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 120 p.
• 言語 ENG
• 商品コード 9781680833485

Full Description

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.

Contents

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.