Feature Selection and Classification in Supporting Report-Based Self-Management for People with Chronic Pain

Chronic pain is a common long-term condition that affects a person's physical and emotional functioning. Currently, the integrated biopsychosocial approach is the mainstay treatment for people with chronic pain. Self-reporting (the use of questionnaires) is one of the most common methods to eva...

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Veröffentlicht in:	IEEE journal of biomedical and health informatics 2011-01, Vol.15 (1), p.54-61
Hauptverfasser:	Yan Huang, Huiru Zheng, Nugent, C, McCullagh, P, Black, N, Vowles, K E, McCracken, L
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Analysis of Variance Area Under Curve Artificial Intelligence Chi-Square Distribution Chronic Disease chronic pain Classification Classification algorithms Diseases feature selection Humans Medical Informatics Applications Methods Pain Pain Management Self Care - methods self-management self-reporting Studies Support vector machines Surveys and Questionnaires Training User-Computer Interface
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