Healthcare and Big Data Management [electronic resource]

Başlık
Healthcare and Big Data Management [electronic resource]

ISBN
9789811060410

Fiziksel Açıklamalar
V, 164 p. 30 illus., 23 illus. in color. online resource.

Dizi Bildirim
Advances in Experimental Medicine and Biology, 1028

Genel Not
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.
 
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.

İçindekiler
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.

Özet
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.

Konu Terimleri
Bioinformatics.
 
Medicine.
 
Bioinformatics. http://scigraph.springernature.com/things/product-market-codes/L15001
 
Molecular Medicine. http://scigraph.springernature.com/things/product-market-codes/B1700X
 
Computational Biology/Bioinformatics. http://scigraph.springernature.com/things/product-market-codes/I23050

Ek Yazar
Shen, Bairong.

Ek Kurum Yazarı
SpringerLink (Online service)

Elektronik Erişim
Tam metin erişmek için tıklayınız.


KütüphaneMateryal TürüDemirbaşYer NumarasıDurumu/İade Tarihi
Elektronik KütüphaneE-Kitap74441-1001QH324.2 -324.25Springer Natura E-Book