Conference item
Identification of patient deterioration in vital-sign data using one-class support vector machines
- Abstract:
-
Adverse hospital patient outcomes due to deterioration are often preceded by periods of physiological deterioration that is evident in the vital signs, such as heart rate, respiratory rate, etc. Clinical practice currently relies on periodic, manual observation of vital signs, which typically occurs every 2-to-4 hours in most hospital wards, and so patient deterioration may go unidentified. While continuous patient monitoring systems exist for those patients who are confined to a hospital bed...
Expand abstract
- Publication status:
- Published
- Peer review status:
- Peer reviewed
Actions
Access Document
- Files:
-
-
(Accepted manuscript, pdf, 433.5KB)
-
Why is the content I wish to access not available via ORA?
Bibliographic data (the information relating to research outputs) and full-text items (e.g. articles, theses, reports, etc.) arrive in ORA from several different sources. Unfortunately we are not able to make available the full-text for every research output.
Please contact the ORA team (
) if you have queries regarding unavailable content OR if you are aware of a full-text copy we can make available.
) if you have queries regarding unavailable content OR if you are aware of a full-text copy we can make available.
Content may be unavailable for the following four reasons
-
Version unsuitable
-
We have not obtained a suitable full-text for a given research output. See this page for more information.
-
Recently completed
-
Sometimes content is held in ORA but is unavailable for a fixed period of time to comply with the policies and wishes of rights holders.
-
Permissions
-
All content made available in ORA should comply with relevant rights, such as copyright. See this page for more information.
-
Clearance
-
Some thesis volumes scanned as part of the digitisation scheme funded by Dr Leonard Polonsky are currently unavailable due to sensitive material or uncleared third-party copyright content. We are attempting to contact authors whose theses are affected.
Alternative access to the full-text
You may be able to access the full-text directly from the publisher's website using the 'Publisher Copy' link in the 'Links & Downloads' box from a research output's ORA record page. This method may require an institutional or individual subscription to the journal/resource.
Authors
Funding
National Institute for Health Research Biomedical Research Centre Programme
More from this funder
UK Goverment
More from this funder
Bibliographic Details
- Publisher:
- Institute of Electrical and Electronics Engineers Publisher's website
- Pages:
- 125-131
- Host title:
- 2011 Federated Conference on Computer Science and Information Systems, FedCSIS 2011
- Publication date:
- 2011-12-14
- Source identifiers:
-
306980
- ISBN:
- 9781457700415
Item Description
- Keywords:
- Pubs id:
-
pubs:306980
- UUID:
-
uuid:04012ca1-40c4-4585-9a88-c9f245b81d2d
- Local pid:
- pubs:306980
- Deposit date:
- 2013-11-17
Terms of use
- Copyright holder:
- IEEE
- Copyright date:
- 2011
- Notes:
- © 2011 IEEE
If you are the owner of this record, you can report an update to it here: Report update to this record