"Nieminen, Linda" - Selaus tekijän mukaan TUNICRIS-julkaisut
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An Early Biopsychosocial Intervention Design for the Prevention of Low Back Pain Chronicity: A Multidisciplinary Empirical Approach
Nieminen, Linda; Vuori, Jari; Kankaanpää, Markku (21.10.2022)
article<p>OBJECTIVE: Comprehensive intervention models for prevention of chronification of low back pain, in which the early identification of holistic risk factors is considered are needed. The aim of this study is to ... -
Using graph machine learning to identify functioning in patients with low back pain in terms of ICF
Nieminen, Linda; Ketamo, Harri; Vuori, Jari; Kankaanpää, Markku (2025)
articleAs a comprehensive perspective on functioning is useful in patient assessments, the WHO developed the International Classification of Functioning, Disability, and Health (ICF) to provide a standardized terminology and ... -
Validation of a self-supervised architecture for automated ICF coding in electronic health records
Nieminen, Linda; Ketamo, Harri; Kankaanpää, Markku (2025)
articleBackground: The International Classification of Functioning, Disability and Health (ICF) provides a comprehensive framework for assessing health beyond disease-centric models, yet its integration into clinical practice ...

