Exploring hemodynamic measurements from the Tromsø Study for prediction of cardiovascular disease using traditional statistical models and machine learning approaches.
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| Title: | Exploring hemodynamic measurements from the Tromsø Study for prediction of cardiovascular disease using traditional statistical models and machine learning approaches. |
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| Authors: | Azulay N; Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway. naomin.azulay@gmail.com.; Institute of Clinical Medicine, University of Oslo, Oslo, Norway. naomin.azulay@gmail.com., Singstad BJ; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.; Medical Technology and E-Health, Akershus University Hospital, Lørenskog, Norway.; Department of Radiology, Vestfold Hospital Trust, Tønsberg, Norway., Schirmer H; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.; Department of Cardiology, Akershus University Hospital, Lørenskog, Norway., Løchen ML; Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway.; Department of Cardiology, University Hospital of North Norway, UNN, Tromsø, Norway.; Department of Community Medicine, UiT the Arctic University of Norway, Tromsø, Norway., Olsen RB; Department of Anesthesiology and Intensive Care, Sørlandet Hospital, Arendal, Norway., Jenssen TG; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.; Department of Transplantation Medicine, Section of Nephrology, Oslo University Hospital, Rikshospitalet, Oslo, Norway., Stubhaug A; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.; Department of Pain Management and Research, Oslo University Hospital, Oslo, Norway., Nielsen CS; Department of Pain Management and Research, Oslo University Hospital, Oslo, Norway.; Department of Chronic Diseases, Norwegian Institute of Public Health, Oslo, Norway., Rosseland LA; Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway.; Institute of Clinical Medicine, University of Oslo, Oslo, Norway., Tronstad C; Department of Clinical and Biomedical Engineering, Oslo University Hospital, Oslo, Norway. |
| Source: | Scientific reports [Sci Rep] 2026 Jun 13. Date of Electronic Publication: 2026 Jun 13. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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