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Smart Health: Open Problems and Future Challenges: Lecture Notes in Computer Science, cartea 8700

Editat de Andreas Holzinger, Carsten Röcker, Martina Ziefle
en Limba Engleză Paperback – 20 mar 2015
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.
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Specificații

ISBN-13: 9783319162256
ISBN-10: 331916225X
Pagini: 290
Ilustrații: XIV, 275 p. 68 illus.
Dimensiuni: 155 x 235 x 17 mm
Greutate: 0.41 kg
Ediția:2015
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Information Systems and Applications, incl. Internet/Web, and HCI

Locul publicării:Cham, Switzerland

Public țintă

Research

Cuprins

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.

Caracteristici

Features context aware computing along with advanced interaction paradigms Deals with hot topics in smart health Combines methodologies and approaches from HCI and KDD Includes supplementary material: sn.pub/extras