Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.14279/9544
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Orphanou, Kalia | - |
dc.contributor.author | Stassopoulou, Athena | - |
dc.contributor.author | Keravnou-Papailiou, Elpida | - |
dc.contributor.other | Κεραυνού Παπαηλιού, Ελπίδα | - |
dc.date.accessioned | 2017-02-09T06:29:00Z | - |
dc.date.available | 2017-02-09T06:29:00Z | - |
dc.date.issued | 2015-01-01 | - |
dc.identifier.citation | 15th Conference on Artificial Intelligence in Medicine, 2015, Pavia, Italy | en_US |
dc.identifier.isbn | 978-331919550-6 | - |
dc.identifier.uri | https://hdl.handle.net/20.500.14279/9544 | - |
dc.description.abstract | Coronary heart disease (CHD) is the leading cause of mortality worldwide. Primary prevention ofCHDdenotes limiting a firstCHDevent in individuals who have not been formally diagnosed with the disease. This paper demonstrates how the integration of a Dynamic Bayesian network (DBN) and temporal abstractions (TAs) can be used for assessing the risk of a primaryCHDevent. More specifically, we introduce basic TAs into the DBN nodes and apply the extended model to a longitudinal CHDdataset for risk assesment. The obtained results demonstrate the effectiveness of our proposed approach. | en_US |
dc.format | en_US | |
dc.language.iso | en | en_US |
dc.rights | © Springer International Publishing Switzerland 2015. | en_US |
dc.subject | Dynamic Bayesian networks | en_US |
dc.subject | Primary coronary heart disease | en_US |
dc.subject | Risk assessment | en_US |
dc.subject | Temporal abstraction | en_US |
dc.subject | Temporal reasoning | en_US |
dc.title | Risk assessment for primary coronary heart disease event using dynamic bayesian networks | en_US |
dc.type | Conference Papers | en_US |
dc.doi | 10.1007/978-3-319-19551-3_20 | en_US |
dc.collaboration | University of Cyprus | en_US |
dc.collaboration | University of Nicosia | en_US |
dc.collaboration | Cyprus University of Technology | en_US |
dc.subject.category | Electrical Engineering - Electronic Engineering - Information Engineering | en_US |
dc.journals | Subscription Journal | en_US |
dc.country | Cyprus | en_US |
dc.subject.field | Engineering and Technology | en_US |
dc.publication | Peer Reviewed | en_US |
item.fulltext | No Fulltext | - |
item.cerifentitytype | Publications | - |
item.grantfulltext | none | - |
item.openairecristype | http://purl.org/coar/resource_type/c_c94f | - |
item.openairetype | conferenceObject | - |
item.languageiso639-1 | en | - |
Appears in Collections: | Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation |
CORE Recommender
Page view(s) 10
362
Last Week
3
3
Last month
11
11
checked on May 12, 2024
Google ScholarTM
Check
Altmetric
Items in KTISIS are protected by copyright, with all rights reserved, unless otherwise indicated.