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Predicting CT-based coronal plane knee phenotype parameters using imageless navigation and machine learning.

The Knee - 1 Aug 2026

Sehgol Taimoor A, Orsi Alexander D, Plaskos Christopher, Fritsch Brett A

Abstract excerpt

BACKGROUND: Coronal plane alignment of the knee (CPAK) categorizes knee phenotypes according to joint line obliquity (JLO) and the arithmetic hip‒knee‒ankle angle (aHKA). CPAK is traditionally measured via long leg radiographs, but recently other modalities such as computed tomography (CT), image-based, and imageless navigation have been used. Machine learning (ML) is a field of artificial intelligence focused on...

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Arthroplasty, Replacement, Knee
Knee Joint
Machine Learning
Osteoarthritis, Knee

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Tomography, X-Ray Computed

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PMID: 41880845
DOI: 10.1016/j.knee.2026.104431

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 1 Sept 2026.

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