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Chronic pain, psychological distress, and their co-occurrence in Norwegian young adults: Insights from machine learning and explainable AI.

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Title: Chronic pain, psychological distress, and their co-occurrence in Norwegian young adults: Insights from machine learning and explainable AI.
Authors: Gorosito MA; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Artificial Intelligence lab, Faculty of Technology, Art and Design - Oslo Metropolitan University, Oslo, Norway. Electronic address: martingo@oslomet.no., Haugerud H; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Artificial Intelligence lab, Faculty of Technology, Art and Design - Oslo Metropolitan University, Oslo, Norway., Berg B; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway., Yazidi A; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Artificial Intelligence lab, Faculty of Technology, Art and Design - Oslo Metropolitan University, Oslo, Norway; Department of Informatics - University of Oslo, Oslo, Norway; Department of Plastic and Reconstructive Surgery - Oslo University Hospital, Oslo, Norway., Øiestad BE; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway., Sivertsen B; Department of Health Promotion - Norwegian Institute of Public Health, Bergen, Norway; Department of Research & Innovation - Helse Fonna HF, Haugesund, Norway., Grotle M; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway., Rønn Richardsen K; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway.
Source: International journal of medical informatics [Int J Med Inform] 2026 Jan; Vol. 205, pp. 106108. Date of Electronic Publication: 2025 Sep 10.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE
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  Data: Chronic pain, psychological distress, and their co-occurrence in Norwegian young adults: Insights from machine learning and explainable AI.
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  Data: <searchLink fieldCode="AU" term="%22Gorosito+MA%22">Gorosito MA</searchLink>; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Artificial Intelligence lab, Faculty of Technology, Art and Design - Oslo Metropolitan University, Oslo, Norway. Electronic address: martingo@oslomet.no.<br /><searchLink fieldCode="AU" term="%22Haugerud+H%22">Haugerud H</searchLink>; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Artificial Intelligence lab, Faculty of Technology, Art and Design - Oslo Metropolitan University, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Berg+B%22">Berg B</searchLink>; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Yazidi+A%22">Yazidi A</searchLink>; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Artificial Intelligence lab, Faculty of Technology, Art and Design - Oslo Metropolitan University, Oslo, Norway; Department of Informatics - University of Oslo, Oslo, Norway; Department of Plastic and Reconstructive Surgery - Oslo University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Øiestad+BE%22">Øiestad BE</searchLink>; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Sivertsen+B%22">Sivertsen B</searchLink>; Department of Health Promotion - Norwegian Institute of Public Health, Bergen, Norway; Department of Research & Innovation - Helse Fonna HF, Haugesund, Norway.<br /><searchLink fieldCode="AU" term="%22Grotle+M%22">Grotle M</searchLink>; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Rønn+Richardsen+K%22">Rønn Richardsen K</searchLink>; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences - Oslo Metropolitan University, Oslo, Norway.
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  Data: <searchLink fieldCode="JN" term="%229711057%22">International journal of medical informatics</searchLink> [Int J Med Inform] 2026 Jan; Vol. 205, pp. 106108. <i>Date of Electronic Publication: </i>2025 Sep 10.
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              Text: 2026 Jan
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