External Validation of a Novel Landmark-Based Deep Learning Automated Tibial Slope Measurement Algorithm Applied on Short Radiographs Obtained in Patients With ACL Injuries

In this external validation of a newly developed model for automated readings of tibial slope measures, a perfect intrarater reliability and a good interrater reliability were seen. Although the model needs further refinement in reporting the tibial slope as compared with a gold standard manual measurement, it clearly demonstrates the elimination of human variance with repeat readings and less time consumption than that with human effort.

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Publication Details

Journal
Orthopaedic Journal of Sports Medicine
Published
2025-05-01
DOI
https://doi.org/10.1177/23259671251333607
Citations
2
Primary Topic
Knee injuries and reconstruction techniques
Type
article
Field-Weighted Citation Impact
4.01
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article

External Validation of a Novel Landmark-Based Deep Learning Automated Tibial Slope Measurement Algorithm Applied on Short Radiographs Obtained in Patients With ACL Injuries

R. Kyle Martin, Andreas Persson, Eivind Inderhaug, S. Haaland et al.
2 citations
Orthopaedic Journal of Sports Medicine
Knee injuries and reconstruction techniques
4.01
article

External Validation of a Novel Landmark-Based Deep Learning Automated Tibial Slope Measurement Algorithm Applied on Short Radiographs Obtained in Patients With ACL Injuries

R. Kyle Martin, Andreas Persson, Eivind Inderhaug, S. Haaland, Byung-Han Ryu, Jun Woo Nam, Du Hyun Ro, Sung Eun Kim
article en
2 citations

Abstract

In this external validation of a newly developed model for automated readings of tibial slope measures, a perfect intrarater reliability and a good interrater reliability were seen. Although the model needs further refinement in reporting the tibial slope as compared with a gold standard manual measurement, it clearly demonstrates the elimination of human variance with repeat readings and less time consumption than that with human effort.

Orthopaedic Journal of Sports MedicineVol. 13(5)
Oslo University Hospital (NO), University of Minnesota (US), Haukeland University Hospital (NO), Seoul National University Hospital (KR), Oslo Sports Trauma Research Center (NO), Haraldsplass Diakonale Sykehus (NO), University of Bergen (NO)
Quality Education
Openalex Percentile: Top 8%
Knee injuries and reconstruction techniques
4.01
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