Editors:
- 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
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8700)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
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Table of contents (11 chapters)
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Front Matter
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Back Matter
About this book
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.
Keywords
- HCI
- ambient assisted living
- big data
- computational intelligence
- context awareness
- data centric medicine
- decision support
- interactive data mining
- keyword detection
- knoweldge bases
- knoweldge discovery
- machine learning
- medical decision support
- medical informatics
- natural language processing
- pervasive health
- smart home
- ubiquitous computing
- visualization
- wearable sensors
Editors and Affiliations
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Research Unit HCI-KDD, Medical University of Graz, Graz, Austria
Andreas Holzinger
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Industrial HCI Research Lab, Fraunhofer Institute, Lemgo, Germany
Carsten Röcker
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Human-Computer Interaction Center, RWTH Aachen University, Aachen, Germany
Martina Ziefle
Bibliographic Information
Book Title: Smart Health
Book Subtitle: Open Problems and Future Challenges
Editors: Andreas Holzinger, Carsten Röcker, Martina Ziefle
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-16226-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-16225-6Published: 20 March 2015
eBook ISBN: 978-3-319-16226-3Published: 24 February 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIV, 275
Number of Illustrations: 68 b/w illustrations
Topics: Health Informatics, Information Systems Applications (incl. Internet), Database Management, Data Mining and Knowledge Discovery, Information Storage and Retrieval, User Interfaces and Human Computer Interaction