From subtle breaks to missed diagnoses: Real-world evaluation of an artificial intelligence fracture detection tool

doi:10.5312/wjo.v17.i4.113710

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Apr 18, 2026 (publication date) through Apr 16, 2026

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World Journal of Orthopedics

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2218-5836

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Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA

Retrospective Cohort Study

Copyright: ©Author(s) 2026. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial (CC BY-NC 4.0) license. No commercial re-use. See permissions. Published by Baishideng Publishing Group Inc.

World J Orthop. Apr 18, 2026; 17(4): 113710
Published online Apr 18, 2026. doi: 10.5312/wjo.v17.i4.113710

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Figure 1 Horizontal bar chart representation of confusion matrix results comparing artificial intelligence fracture detection with radiology reports. AI: Artificial intelligence.

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Figure 2 Anatomical region. A: Distribution of false negative; B: Distribution of false positive cases.

Citation: Al Hajaj SW, Soliman K, Zafar M, Garnham C, Al Hajaj D, Elshafie O, Alsswah A, Elwan MH. From subtle breaks to missed diagnoses: Real-world evaluation of an artificial intelligence fracture detection tool. World J Orthop 2026; 17(4): 113710
URL: https://www.wjgnet.com/2218-5836/full/v17/i4/113710.htm
DOI: https://dx.doi.org/10.5312/wjo.v17.i4.113710