Article
Machine learning suggests sleep as a core factor in chronic pain.
Pain - 1 Jan 2021
Miettinen Teemu, Mäntyselkä Pekka, Hagelberg Nora, Mustola Seppo, Kalso Eija, Lötsch Jörn
Abstract excerpt
Patients with chronic pain have complex pain profiles and associated problems. Subgroup analysis can help identify key problems. We used a data-based approach to define pain phenotypes and their most relevant associated problems in 320 patients undergoing tertiary pain management. Unsupervised machine learning analysis of parameters "pain intensity," "number of pain areas," "pain duration," "activity pain...
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