Smart Health
Open Problems and Future Challenges
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Beschreibung
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.
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
Autor*in
Andreas Holzinger
Themen in »Smart Health«
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