Pejovic, V;
Mehrotra, A;
Musolesi, M;
(2017)
Anticipatory Mobile Digital Health: Towards Personalised Proactive Therapies and Prevention Strategies.
In: Nadin, M, (ed.)
Anticipation and Medicine.
(pp. 253-267).
Springer: Cham, Switzerland.
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Abstract
Recent advances in healthcare illuminated the role that individual traits and behaviors play in a person’s health. Consequently, a need has arisen for, currently expensive and non-scalable, continuous long-term patient monitoring and individually tailored therapies. Equipped with an array of sensors, high-performance computing power, and carried by their owners at all times, mobile computing devices promise to enable continuous patient monitoring, and, with the help of machine learning, build predictive models of patient’s health and behavior. Moreover, through their close integration with a user’s lifestyle, mobiles can be used to deliver personalized proactive therapies. In our work we develop the concept of anticipatory mobile-based healthcare (anticipatory mobile digital health) and examine the opportunities and challenges associated with its practical realization.
| Type: | Book chapter |
|---|---|
| Title: | Anticipatory Mobile Digital Health: Towards Personalised Proactive Therapies and Prevention Strategies |
| ISBN-13: | 978-3-319-45140-4 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1007/978-3-319-45142-8_15 |
| Publisher version: | https://doi.org/10.1007/978-3-319-45142-8_15 |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| Keywords: | Mobile sensing, Anticipatory mobile digital health, Anticipatory mobile computing, Ubiquitous computing, Machine learning |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science UCL > Provost and Vice Provost Offices > UCL SLASH UCL > Provost and Vice Provost Offices > UCL SLASH > Faculty of S&HS |
| URI: | https://discovery.ucl.ac.uk/id/eprint/1552784 |
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