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Article

Deep Learning Phenotype Automation and Cohort Analyses of 1,946 Knees Using the Coronal Plane Alignment of the Knee Classification.

The Journal of arthroplasty - 1 Jun 2023

Steele John R, Jang Seong Jun, Brilliant Zachary R, Mayman David J, Sculco Peter K, Jerabek Seth A, Vigdorchik Jonathan M

Abstract excerpt

BACKGROUND: The Coronal Plane Alignment of the Knee (CPAK) classification allows for knee phenotyping which can be used in preoperative planning prior to total knee arthroplasty. We used deep learning (DL) to automate knee phenotyping and analyzed CPAK distributions in a large patient cohort. METHODS: Patients who had full-limb radiographs from a large arthritis database were retrospectively included. A DL...

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PMID: 36858128
DOI: 10.1016/j.arth.2023.02.055

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