How to develop, externally validate, and update multinomial prediction models

Autor: Gehringer, Celina K, Martin, Glen P, Van Calster, Ben, Hyrich, Kimme L, Verstappen, Suzanne M M, Sergeant, Jamie C

Multinomial prediction models (MPMs) have a range of potential applications across healthcare where the primary outcome of interest has multiple nominal or ordinal categories. However, the application of MPMs is scarce, which may be due to the added

Externí odkaz: http://arxiv.org/abs/2312.12008

Developing and externally validating multinomial prediction models for methotrexate treatment outcomes in patients with rheumatoid arthritis: results from an international collaboration

Autor: Gehringer, Celina K., Martin, Glen P., Hyrich, Kimme L., Verstappen, Suzanne M.M., Sexton, Joseph, Kristianslund, Eirik K., Provan, Sella A., Kvien, Tore K., Sergeant, Jamie C.

Publikováno v: In Journal of Clinical Epidemiology February 2024 166

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Prognostic factors associated with failure of total elbow arthroplasty.

Autor: Hamoodi Z; Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK.; Upper Limb Unit, Wrightington Hospital, Wigan and Leigh Teaching Hospitals NHS Foundation Trust, Wigan, UK., Gehringer CK; Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK., Bull LM; Health Navigator Ltd, London, UK., Hughes T; Department of Health Professions, Manchester Metropolitan University, Manchester, UK.; Institute of Sport, Manchester Metropolitan University, Manchester, UK., Kearsley-Fleet L; Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK., Sergeant JC; Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK.; Centre for Biostatistics, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK., Watts AC; Upper Limb Unit, Wrightington Hospital, Wigan and Leigh Teaching Hospitals NHS Foundation Trust, Wigan, UK.

Publikováno v: Bone & joint research [Bone Joint Res] 2024 May 01; Vol. 13 (5), pp. 201-213. Date of Electronic Publication: 2024 May 01.