Healthcare and Big Data Management

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Shen, Bairong (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Σειρά: Advances in Experimental Medicine and Biology, 1028
• Θέματα: Life sciences.; Molecular biology.; Bioinformatics.; Life Sciences.; Molecular Medicine.; Computational Biology/Bioinformatics.

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 d...

Πίνακας περιεχομένων:

• 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.