Research groups
Research projects
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Applying Artificial Intelligence in Developing Personalized and Sustainable Healthcare for Spinal Disorders (AID-Spine, part I)
We use machine learning methods to develop and validate prediction models for health and welfare outcomes after treatment for spinal disorders.
Publications and research
Scientific publications
Toh, Zheng An;
Berg, Bjørnar
; Han, Qin Yun Claudia; Hey, Hwee Weng Dennis; Pikkarainen, Minna;
Grotle, Margreth
; He, Hong-Gu
(2024).
Clinical Decision Support System Used in Spinal Disorders: Scoping Review.
Journal of Medical Internet Research.
Vol. 26.
https://doi.org/10.2196/53951
Berg, Bjørnar
; Gorosito, Martin A.; Fjeld, Olaf;
Haugerud, Hårek
;
Storheim, Kjersti
; Solberg, Tore K.;
Grotle, Margreth
(2024).
Machine Learning Models for Predicting Disability and Pain Following Lumbar Disc Herniation Surgery.
JAMA Network Open.
Vol. 7.
https://doi.org/10.1001/jamanetworkopen.2023.55024
Fosdahl, Merete Aarsland;
Berg, Bjørnar
; Risberg, May Arna;
Øiestad, Britt Elin
; Holm, Inger
(2023).
Body Mass Index, Quality of Life and Activity Limitation Trajectories over 2 Years in Patients with Knee or Hip Osteoarthritis: A Dual Trajectory Approach Based on 4265 Patients Included in the AktivA Quality Register.
11 p.
Journal of Clinical Medicine.
Vol. 12.
https://doi.org/10.3390/jcm12227094
Whittaker, Jackie L.; Culvenor, Adam G.; Juhl, Carsten Bogh;
Berg, Bjørnar
; Bricca, Alessio; Filbay, Stephanie Rose; Holm, Pætur; Macri, Erin; Urhausen, Anouk; Ardern, Clare L.; Bruder, Andrea M.; Bullock, Garrett S.; Ezzat, Allison M.; Girdwood, Michael; Haberfield, Melissa; Hughes, Mick; Ingelsrud, Lina Holm; Khan, Karim; Le, Christina Y.; Losciale, Justin M.; Lundberg, Matilde; Miciak, Maxi;
Øiestad, Britt Elin
; Patterson, Brooke; Räisänen, Anu M.; Skou, Søren Thorgaard; Thorlund, Jonas Bloch; Toomey, Clodagh; Truong, Linda K.; Meer, Belle L van; West, Thomas James; Young, James Justin; Lohmander, L Stefan; Emery, Carolyn; Risberg, May Arna; van Middelkoop, Marienke; Roos, Ewa M.; Crossley, Kay M.
(2022).
OPTIKNEE 2022: consensus recommendations to optimise knee health after traumatic knee injury to prevent osteoarthritis.
12 p.
British Journal of Sports Medicine.
Vol. 56.
https://doi.org/10.1136/bjsports-2022-106299
Urhausen, Anouk;
Berg, Bjørnar
;
Øiestad, Britt Elin
; Whittaker, Jackie L.; Culvenor, Adam G.; Crossley, Kay M.; Juhl, Carsten B.; Risberg, May Arna
(2022).
Measurement properties for muscle strength tests following anterior cruciate ligament and/or meniscus injury: What tests to use and where do we need to go? A systematic review with meta-analyses for the OPTIKNEE consensus.
11 p.
British Journal of Sports Medicine.
Vol. 56.
https://doi.org/10.1136/bjsports-2022-105498
Pedersen, Marie; Grindem, Hege;
Berg, Bjørnar
; Engebretsen, Lars; Axe, Michael J.; Snyder-Mackler, Lynn; Risberg, May Arna
(2022).
Four Distinct 5-Year Trajectories of Knee Function Emerge in Patients Who Followed the Delaware-Oslo ACL Cohort Treatment Algorithm.
American Journal of Sports Medicine.
Vol. 50.
https://doi.org/10.1177/03635465221116313
Berg, Bjørnar
; Urhausen, Anouk;
Øiestad, Britt Elin
; Whittaker, Jackie L.; Culvenor, Adam G.; Roos, Ewa M.; Crossley, Kay M.; Juhl, Carsten B.; Risberg, May Arna
(2022).
What tests should be used to assess functional performance in youth and young adults following anterior cruciate ligament or meniscal injury? A systematic review of measurement properties for the OPTIKNEE consensus.
12 p.
British Journal of Sports Medicine.
https://doi.org/10.1136/bjsports-2022-105510
Øiestad, Britt Elin
; Juhl, Carsten Bogh; Culvenor, Adam G.;
Berg, Bjørnar
; Thorlund, Jonas Bloch
(2021).
Knee extensor muscle weakness is a risk factor for the development of knee osteoarthritis: an updated systematic review and meta-analysis including 46 819 men and women.
British Journal of Sports Medicine.
https://doi.org/10.1136/bjsports-2021-104861
Berg, Bjørnar
; Roos, Ewa M.; Kise, Nina Jullum; Engebretsen, Lars; Holm, Inger; Risberg, May Arna
(2021).
Muscle strength and osteoarthritis progression after surgery or exercise for degenerative meniscal tears: Secondary analyses of a randomized trial.
29 p.
Arthritis care & research.
https://doi.org/10.1002/acr.24736
Pedersen, Marie; Grindem, Hege;
Berg, Bjørnar
; Gunderson, Ragnhild; Engebretsen, Lars; Axe, Michael J.; Snyder-Mackler, Lynn; Risberg, May Arna
(2021).
Low Rates of Radiographic Knee Osteoarthritis 5 Years After ACL Reconstruction or Rehabilitation Alone: The Delaware-Oslo ACL Cohort Study.
9 p.
Orthopaedic Journal of Sports Medicine (OJSM).
Vol. 9.
https://doi.org/10.1177/23259671211027530