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Federating distribu...
Federating distributed clinical data for the prediction of adverse hypotensive events
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Stell, Anthony (author)
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Sinnott, Richard (author)
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Jiang, Jipu (author)
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Donald, Rob (author)
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Chambers, Iain (author)
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Citerio, Giuseppe (author)
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- Enblad, Per (author)
- Uppsala universitet,Neurokirurgi
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Gregson, Barbara (author)
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- Howells, Tim (author)
- Uppsala universitet,Neurokirurgi
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Kiening, Karl (author)
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- Nilsson, Pelle (author)
- Uppsala universitet,Neurokirurgi
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Ragauskas, Arminas (author)
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Sahuquillo, Juan (author)
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Piper, Ian (author)
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(creator_code:org_t)
- 2009-07-13
- 2009
- English.
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In: Philosophical Transactions. Series A. - : The Royal Society. - 1364-503X .- 1471-2962. ; 367:1898, s. 2679-2690
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http://minerva-acces...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Subject headings
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- The ability to predict adverse hypotensive events, where a patient's arterial blood pressure drops to abnormally low (and dangerous) levels, would be of major benefit to the fields of primary and secondary health care, and especially to the traumatic brain injury domain. A wealth of data exist in health care systems providing information on the major health indicators of patients in hospitals (blood pressure, temperature, heart rate, etc.). It is believed that if enough of these data could be drawn together and analysed in a systematic way, then a system could be built that will trigger an alarm predicting the onset of a hypotensive event over a useful time scale, e.g. half an hour in advance. In such circumstances, avoidance measures can be taken to prevent such events arising. This is the basis for the Avert-IT project (http://www.avert-it.org), a collaborative EU-funded project involving the construction of a hypotension alarm system exploiting Bayesian neural networks using techniques of data federation to bring together the relevant information for study and system development.
Subject headings
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Kirurgi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Surgery (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Medicinska och farmaceutiska grundvetenskaper -- Neurovetenskaper (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Basic Medicine -- Neurosciences (hsv//eng)
Keyword
- data federation
- hypotension prediction
- clinical grids
- Surgery
- Kirurgi
- Neuroscience
- Neurovetenskap
- Neurosurgery
- Neurokirurgi
Publication and Content Type
- ref (subject category)
- art (subject category)
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- By the author/editor
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Stell, Anthony
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Sinnott, Richard
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Jiang, Jipu
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Donald, Rob
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Chambers, Iain
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Citerio, Giusepp ...
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show more...
-
Enblad, Per
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Gregson, Barbara
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Howells, Tim
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Kiening, Karl
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Nilsson, Pelle
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Ragauskas, Armin ...
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Sahuquillo, Juan
-
Piper, Ian
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show less...
- About the subject
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Clinical Medicin ...
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and Surgery
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Basic Medicine
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and Neurosciences
- Articles in the publication
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Philosophical Tr ...
- By the university
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Uppsala University