Healthcare and Big Data Management
Springer Verlag, Singapore
978-981-10-6040-3 (ISBN)
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.
Dr. Bairong Shen is a Professor and Director of the Center for Systems Biology, Soochow University; he is also Director of Taicang Center for Translational Bioinformatics.
Chapter 1 How to become a smart patient in the era of precision medicine?.- Chapter 2 Physiological Informatics: Collection and Analyses of Data from Wearable Sensors and Smartphone for Healthcare.- Chapter 3 Entropy for the Complexity of Physiological Signal Dynamics.- Chapter 4 Data Platform for the Research and Prevention of Alzheimer’s disease.- Chapter 5 Data analysis for gut microbiota and health.- Chapter 6 Ontology-based Vaccine Adverse Event Representation and Analysis.- Chapter 7 LEMRG – decision rule generation algorithm for mining microRNA expression data.- Chapter 8 Privacy Challenges of Genomic Big Data.- Chapter 9 Systems health, a transition from disease management towards health promotion.
| Erscheinungsdatum | 14.11.2017 |
|---|---|
| Reihe/Serie | Advances in Experimental Medicine and Biology ; 1028 |
| Zusatzinfo | 23 Illustrations, color; 7 Illustrations, black and white; V, 164 p. 30 illus., 23 illus. in color. |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Weitere Themen ► Bioinformatik | |
| Studium ► Querschnittsbereiche ► Prävention / Gesundheitsförderung | |
| Naturwissenschaften ► Biologie ► Genetik / Molekularbiologie | |
| Schlagworte | Big data management • Genomic Big Data • Participatory Medicine • Smart Healthcare • Systems health |
| ISBN-10 | 981-10-6040-1 / 9811060401 |
| ISBN-13 | 978-981-10-6040-3 / 9789811060403 |
| Zustand | Neuware |
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