Letter to the Editor: Machine learning-based prediction of short- and long-term mortality for shared decision-making in older hip fracture patients

Authors

  • Eda Yildirim Department of Orthopedics and Traumatology, Başkale State Hospital, Van, Turkey

DOI:

https://doi.org/10.2340/17453674.2026.45362

Keywords:

Hip fractures, Machine learning, Mortality, Shared decision-making

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References

Dijkstra H, Parsons C S, Van Bremen H-E, Willems H C, De Hond A A H, C Van Munster B C, et al. Machine learning-based prediction of short- and long-term mortality for shared decision-making in older hip fracture patients: the Dutch Hip Fracture Audit algorithms in 74,396 cases. Acta Orthop 2025; 96: 521-8. doi: 10.2340/17453674.2025.44248 DOI: https://doi.org/10.2340/17453674.2025.44248

Elwyn G, Frosch D, Thomson R, Joseph-Williams N, Lloyd A, Kinnersley P, et al. Shared decision making: a model for clinical practice. J Gen Intern Med. 2012; 27(10): 1361-7. doi: 10.1007/s11606-012-2077-6. DOI: https://doi.org/10.1007/s11606-012-2077-6

Magaziner J, Hawkes W, Hebel J R, Zimmerman S I, Fox K M, Dolan M, et al. Recovery from hip fracture in eight areas of function. J Gerontol A Biol Sci Med Sci 2000; 55(9): M498-M507. doi: 10.1093/gerona/55.9.m498. DOI: https://doi.org/10.1093/gerona/55.9.M498

Dyer S M, Crotty M, Fairhall N, Magaziner J, Beaupre L A, Cameron I D, et al. A critical review of the long-term disability outcomes following hip fracture. BMC Geriatr 2016; 16: 158. doi: 10.1186/s12877-016-0332-0. DOI: https://doi.org/10.1186/s12877-016-0332-0

Fried T R, Bradley E H, Towle V R, Allore H. Understanding the treatment preferences of seriously ill patients. N Engl J Med 2002; 346(14): 1061-6. doi: 10.1056/NEJMsa012528. DOI: https://doi.org/10.1056/NEJMsa012528

Additional Files

Published

2026-04-08

How to Cite

Yildirim, E. (2026). Letter to the Editor: Machine learning-based prediction of short- and long-term mortality for shared decision-making in older hip fracture patients. Acta Orthopaedica, 97, 240. https://doi.org/10.2340/17453674.2026.45362

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