Smart Health: Open Problems and Future Challenges
A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and Future Challenges, Springer, Heidelberg, 2015.
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Abstract
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.
Stichworte
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
Erscheinungsjahr
Band
8700
Seite
275
ISBN
eISBN
ISSN
eISSN
ELSA-ID
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Holzinger A, Röcker C, Ziefle M, eds. Smart Health: Open Problems and Future Challenges. Vol 8700. Heidelberg: Springer; 2015. doi:10.1007/978-3-319-16226-3
Holzinger, A., Röcker, C., & Ziefle, M. (Eds.). (2015). Smart Health: Open Problems and Future Challenges (Vol. 8700). Heidelberg: Springer. https://doi.org/10.1007/978-3-319-16226-3
Holzinger A, Röcker C and Ziefle M (eds) (2015) Smart Health: Open Problems and Future Challenges. Heidelberg: Springer.
Holzinger, Andreas, Carsten Röcker, and Martina Ziefle, eds. Smart Health: Open Problems and Future Challenges. Vol. 8700. Lecture Notes in Computer Science / Information Systems and Applications, Incl. Internet/Web, and HCI. Heidelberg: Springer, 2015. https://doi.org/10.1007/978-3-319-16226-3.
Holzinger, Andreas, Carsten Röcker und Martina Ziefle, Hrsg. 2015. Smart Health: Open Problems and Future Challenges. Bd. 8700. Lecture Notes in Computer Science / Information Systems and Applications, incl. Internet/Web, and HCI. Heidelberg: Springer. doi:10.1007/978-3-319-16226-3, .
Holzinger, A. ; Röcker, C. ; Ziefle, M. (Hrsg.): Smart Health: Open Problems and Future Challenges, Lecture Notes in Computer Science / Information Systems and Applications, incl. Internet/Web, and HCI. Bd. 8700. Heidelberg : Springer, 2015
A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and Future Challenges, Springer, Heidelberg, 2015.
A. Holzinger, C. Röcker, and M. Ziefle, Eds., Smart Health: Open Problems and Future Challenges, vol. 8700. Heidelberg: Springer, 2015.
Holzinger, Andreas, et al., editors. Smart Health: Open Problems and Future Challenges. Vol. 8700, Springer, 2015, doi:10.1007/978-3-319-16226-3.
Holzinger, Andreas et. al. (Hgg.) (2015): Smart Health: Open Problems and Future Challenges (=Lecture Notes in Computer Science / Information Systems and Applications, incl. Internet/Web, and HCI 8700), Heidelberg.
Holzinger A, Röcker C, Ziefle M, editors. Smart Health: Open Problems and Future Challenges. Heidelberg: Springer; 2015. 275 p. (Lecture Notes in Computer Science / Information Systems and Applications, incl. Internet/Web, and HCI; vol. 8700).
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