Comparison of an AI-driven planning tool and manual radiographic measurements in total knee arthroplasty

AI-assisted tools like the Autoplan tool in mediCAD offer substantial time savings and demonstrate reliable measurements for certain linear parameters in preoperative TKA planning. However, the observed low reliability in some measurements, even amongst experienced human raters, suggests inherent challenges in the radiographic assessment of angular parameters. Further development is needed to improve the accuracy of automated angular measurements, and to address the inherent variability in their assessment.

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Publication Details

Journal
Computational and Structural Biotechnology Journal
Published
2025-01-01
DOI
https://doi.org/10.1016/j.csbj.2025.04.009
Citations
1
Primary Topic
Total Knee Arthroplasty Outcomes
Type
article
Field-Weighted Citation Impact
2.01
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article

Comparison of an AI-driven planning tool and manual radiographic measurements in total knee arthroplasty

M. Heller, Markus Scharf, Tobias Renkawitz, Stefano Pagano et al.
1 citations
Computational and Structural Biotechnology Journal
Total Knee Arthroplasty Outcomes
2.01
article

Comparison of an AI-driven planning tool and manual radiographic measurements in total knee arthroplasty

M. Heller, Markus Scharf, Tobias Renkawitz, Stefano Pagano, Marie Farina Schuster, Günther Maderbacher, Lina Forchhammer
article en
1 citations

Abstract

AI-assisted tools like the Autoplan tool in mediCAD offer substantial time savings and demonstrate reliable measurements for certain linear parameters in preoperative TKA planning. However, the observed low reliability in some measurements, even amongst experienced human raters, suggests inherent challenges in the radiographic assessment of angular parameters. Further development is needed to improve the accuracy of automated angular measurements, and to address the inherent variability in their assessment.

Computational and Structural Biotechnology JournalVol. 28
Asklepios Kliniken Bad Abbach (DE)
Sustainable cities and communities
Openalex Percentile: Top 17%
Total Knee Arthroplasty Outcomes
2.01
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