2014 IEEE 27th International Symposium on Computer-Based Medical Systems 2014
DOI: 10.1109/cbms.2014.31
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Using Probabilistic Graphical Models to Enhance the Prognosis of Health-Related Quality of Life in Adult Survivors of Critical Illness

Abstract: Health-related quality of life (HR-QoL) is a subjective concept, reflecting the overall mental and physical state of the patient, and their own sense of well-being. Estimating current and future QoL has become a major outcome in the evaluation of critically ill patients. The aim of this study is to enhance the inference process of 6 weeks and 6 months prognosis of QoL after intensive care unit (ICU) stay, using the EQ-5D questionnaire. The main outcomes of the study were the EQ-5D five main dimensions: mobilit… Show more

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Cited by 3 publications
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“…This models were developed after a preliminary study [15] done for the adequacy of these techniques into this problem, where comparison with other methods, namely logistic regression, has been assessed. Other clinical problems were also already addressed in the past with good performance, easy interpretation and friendly representations [7], [8], [11].…”
Section: Discussionmentioning
confidence: 99%
“…This models were developed after a preliminary study [15] done for the adequacy of these techniques into this problem, where comparison with other methods, namely logistic regression, has been assessed. Other clinical problems were also already addressed in the past with good performance, easy interpretation and friendly representations [7], [8], [11].…”
Section: Discussionmentioning
confidence: 99%