Journal article
Patient-specific physiological monitoring and prediction using structured Gaussian processes
- Abstract:
-
The management of patient well-being can be performed by monitoring continuous time-series vital-sign data via low-cost wearable devices. Automated algorithms may then be used with the resulting data to provide early warning of deterioration of the health of an individual. Such algorithms are typically trained for a large population without considering the time-variability and inter-subject variability of the data being collected. In the case where limited numbers of subjects are available, i...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
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Authors
Bibliographic Details
- Publisher:
- Institute of Electrical and Electronics Engineers Publisher's website
- Journal:
- IEEE Access Journal website
- Volume:
- 7
- Pages:
- 58094-58103
- Publication date:
- 2019-04-24
- Acceptance date:
- 2019-03-25
- DOI:
- ISSN:
-
2169-3536
Item Description
- Keywords:
- Pubs id:
-
pubs:994622
- UUID:
-
uuid:07f39a69-1502-425e-92b6-1b2132ca840d
- Local pid:
- pubs:994622
- Source identifiers:
-
994622
- Deposit date:
- 2019-04-26
Terms of use
- Copyright holder:
- Zhu et al
- Copyright date:
- 2019
- Notes:
- Copyright The Author(s) 2019. Published under a CC BY 4.0 license.
- Licence:
- CC Attribution (CC BY)
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