Healthcare and Big Data Management

✍ Scribed by Bairong Shen (eds.)

Publisher: Springer Singapore
Year: 2017
Tongue: English
Leaves: 165
Series: Advances in Experimental Medicine and Biology 1028
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

The book addresses the interplay of healthcare and big data management. Thanks to major advances in big data technologies and precision medicine, healthcare is now becoming the new frontier for both scientific research and economic development. This volume covers a range of aspects, including: big data management for healthcare; physiological and gut microbiota – data collection and analysis; big data standardization and ontology; and personal data privacy and systems level modeling in the healthcare context. The book offers a valuable resource for biomedical informaticians, clinicians, health practitioners and researchers alike.

✦ Table of Contents

Front Matter ....Pages i-v
How to Become a Smart Patient in the Era of Precision Medicine? (Yalan Chen, Lan Yang, Hai Hu, Jiajia Chen, Bairong Shen)....Pages 1-16
Physiological Informatics: Collection and Analyses of Data from Wearable Sensors and Smartphone for Healthcare (Jinwei Bai, Li Shen, Huimin Sun, Bairong Shen)....Pages 17-37
Entropy for the Complexity of Physiological Signal Dynamics (Xiaohua Douglas Zhang)....Pages 39-53
Data Platform for the Research and Prevention of Alzheimer’s Disease (Ning An, Liuqi Jin, Jiaoyun Yang, Yue Yin, Siyuan Jiang, Bo Jing et al.)....Pages 55-78
Data Analysis for Gut Microbiota and Health (Xingpeng Jiang, Xiaohua Hu)....Pages 79-87
Ontology-Based Vaccine Adverse Event Representation and Analysis (Jiangan Xie, Yongqun He)....Pages 89-103
LEMRG: Decision Rule Generation Algorithm for Mining MicroRNA Expression Data (Łukasz Piątek, Jerzy W. Grzymała-Busse)....Pages 105-137
Privacy Challenges of Genomic Big Data (Hong Shen, Jian Ma)....Pages 139-148
Systems Health: A Transition from Disease Management Toward Health Promotion (Li Shen, Benchen Ye, Huimin Sun, Yuxin Lin, Herman van Wietmarschen, Bairong Shen)....Pages 149-164

✦ Subjects

Bioinformatics

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