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Generalisable prediction models for outcomes after lumbar spinal stenosis surgery: a model development and external validation study.

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Title: Generalisable prediction models for outcomes after lumbar spinal stenosis surgery: a model development and external validation study.
Authors: Berg B; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway., Abbott A; Unit of Physiotherapy, Division of Prevention, Rehabilitation and Community Medicine, Department of Health, Medicine and Caring Sciences, Linköping, Sweden.; Clinical Department of Orthopaedics in Linköping, Region Östergötland, Linköping, Sweden., Pedersen CF; Center for Spine Surgery and Research, Spine Center of Southern Denmark, Lillebaelt Hospital, University of Southern Denmark, Kolding, Denmark., Hedevik H; Unit of Physiotherapy, Division of Prevention, Rehabilitation and Community Medicine, Department of Health, Medicine and Caring Sciences, Linköping, Sweden., Gorosito MA; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway.; Department of Computer Science, Oslo Metropolitan University, Oslo, Norway., Joakimsen HL; Department of Clinical Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway.; The Norwegian Centre for Clinical Artificial Intelligence, University Hospital of North Norway, Tromsø, Norway., Burman PJ; The Norwegian Centre for Clinical Artificial Intelligence, University Hospital of North Norway, Tromsø, Norway., Mikalsen KØ; Department of Clinical Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway.; The Norwegian Centre for Clinical Artificial Intelligence, University Hospital of North Norway, Tromsø, Norway.; UiT Machine Learning Group, Department of Physics and Technology, UiT the Arctic University of Norway, Tromso, Norway., Andersen MØ; Center for Spine Surgery and Research, Spine Center of Southern Denmark, Lillebaelt Hospital, University of Southern Denmark, Kolding, Denmark., Ingebrigtsen T; Department of Clinical Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway.; Department of Neurosurgery and The Norwegian Registry for Spine Surgery, The University Hospital of North Norway, Tromsø, Norway., Solberg T; Department of Clinical Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway.; Department of Neurosurgery and The Norwegian Registry for Spine Surgery, The University Hospital of North Norway, Tromsø, Norway., Grotle M; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway.; Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway.
Source: EClinicalMedicine [EClinicalMedicine] 2026 May 28; Vol. 96, pp. 103989. Date of Electronic Publication: 2026 May 28 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: The Lancet Country of Publication: England NLM ID: 101733727 Publication Model: eCollection Cited Medium: Internet ISSN: 2589-5370 (Electronic) Linking ISSN: 25895370 NLM ISO Abbreviation: EClinicalMedicine Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Berg+B%22">Berg B</searchLink>; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Abbott+A%22">Abbott A</searchLink>; Unit of Physiotherapy, Division of Prevention, Rehabilitation and Community Medicine, Department of Health, Medicine and Caring Sciences, Linköping, Sweden.; Clinical Department of Orthopaedics in Linköping, Region Östergötland, Linköping, Sweden.<br /><searchLink fieldCode="AU" term="%22Pedersen+CF%22">Pedersen CF</searchLink>; Center for Spine Surgery and Research, Spine Center of Southern Denmark, Lillebaelt Hospital, University of Southern Denmark, Kolding, Denmark.<br /><searchLink fieldCode="AU" term="%22Hedevik+H%22">Hedevik H</searchLink>; Unit of Physiotherapy, Division of Prevention, Rehabilitation and Community Medicine, Department of Health, Medicine and Caring Sciences, Linköping, Sweden.<br /><searchLink fieldCode="AU" term="%22Gorosito+MA%22">Gorosito MA</searchLink>; Centre for Intelligent Musculoskeletal Health, Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway.; Department of Computer Science, Oslo Metropolitan University, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Joakimsen+HL%22">Joakimsen HL</searchLink>; Department of Clinical Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway.; The Norwegian Centre for Clinical Artificial Intelligence, University Hospital of North Norway, Tromsø, Norway.<br /><searchLink fieldCode="AU" term="%22Burman+PJ%22">Burman PJ</searchLink>; The Norwegian Centre for Clinical Artificial Intelligence, University Hospital of North Norway, Tromsø, Norway.<br /><searchLink fieldCode="AU" term="%22Mikalsen+KØ%22">Mikalsen KØ</searchLink>; Department of Clinical Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway.; The Norwegian Centre for Clinical Artificial Intelligence, University Hospital of North Norway, Tromsø, Norway.; UiT Machine Learning Group, Department of Physics and Technology, UiT the Arctic University of Norway, Tromso, Norway.<br /><searchLink fieldCode="AU" term="%22Andersen+MØ%22">Andersen MØ</searchLink>; Center for Spine Surgery and Research, Spine Center of Southern Denmark, Lillebaelt Hospital, University of Southern Denmark, Kolding, Denmark.<br /><searchLink fieldCode="AU" term="%22Ingebrigtsen+T%22">Ingebrigtsen T</searchLink>; Department of Clinical Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway.; Department of Neurosurgery and The Norwegian Registry for Spine Surgery, The University Hospital of North Norway, Tromsø, Norway.<br /><searchLink fieldCode="AU" term="%22Solberg+T%22">Solberg T</searchLink>; Department of Clinical Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway.; Department of Neurosurgery and The Norwegian Registry for Spine Surgery, The University Hospital of North Norway, Tromsø, 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.; Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway.
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