Franklin

Smart Health : Open Problems and Future Challenges / edited by Andreas Holzinger, Carsten Röcker, Martina Ziefle.

Edition:
1st ed. 2015.
Publication:
Cham : Springer International Publishing : Imprint: Springer, 2015.
Series:
Computer Science (Springer-11645)
LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI SL 3, 8700
Information Systems and Applications, incl. Internet/Web, and HCI ; 8700
Format/Description:
Book
1 online resource (XIV, 275 pages) : 68 illustrations
Subjects:
Medical informatics.
Application software.
Database management.
Data mining.
Information storage and retrieval.
User interfaces (Computer systems)
Local subjects:
Health Informatics.
Information Systems Applications (incl. Internet).
Database Management.
Data Mining and Knowledge Discovery.
Information Storage and Retrieval.
User Interfaces and Human Computer Interaction.
System Details:
text file PDF
Summary:
Prolonged life expectancy along with the increasing complexity of medicine and health services raises health costs worldwide dramatically. Whilst the smart health concept has much potential to support the concept of the emerging P4-medicine (preventive, participatory, predictive, and personalized), such high-tech medicine produces large amounts of high-dimensional, weakly-structured data sets and massive amounts of unstructured information. All these technological approaches along with "big data" are turning the medical sciences into a data-intensive science. To keep pace with the growing amounts of complex data, smart hospital approaches are a commandment of the future, necessitating context aware computing along with advanced interaction paradigms in new physical-digital ecosystems. The very successful synergistic combination of methodologies and approaches from Human-Computer Interaction (HCI) and Knowledge Discovery and Data Mining (KDD) offers ideal conditions for the vision to support human intelligence with machine learning. The papers selected for this volume focus on hot topics in smart health; they discuss open problems and future challenges in order to provide a research agenda to stimulate further research and progress.
Contents:
From Smart Health to Smart Hospitals
Medicine and Health Care as a Data Problem: Will Computers Become Better Medical Doctors
Spatial Health Systems: When Humans Move Around
Towards Pervasive Mobility Assessments in Clinical and Domestic Environments
Personalized Physical Activity Monitoring Using Wearable Sensors
Energy Harvesting on Human Bodies
On Distant Speech Recognition for Home Automation
A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health
Linking Biomedical Data to the Cloud
Towards Personalization of Diabetes Therapy Using Computerized Decision Support and Machine Learning: Some Open Problems and Challenges
State-of-the-Art and Future Challenges in the Integration of Biobank Catalogues.
Contributor:
Holzinger, Andreas, editor., Editor,
Röcker, Carsten. editor., Editor,
Ziefle, Martina. editor., Editor,
SpringerLink (Online service)
Contained In:
Springer eBooks
Other format:
Printed edition:
Printed edition:
ISBN:
978-3-319-16226-3
9783319162263
Publisher Number:
10.1007/978-3-319-16226-3 doi
Access Restriction:
Restricted for use by site license.
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