A Machine Learning Model to Predict Knee Osteoarthritis Cartilage Volume Changes over Time Using Baseline Bone Curvature

A Machine Learning Model to Predict Knee Osteoarthritis Cartilage Volume Changes over Time Using Baseline Bone Curvature

The hallmark of osteoarthritis (OA), the most prevalent musculoskeletal disease, is the loss of cartilage. By using machine learning (ML), we aimed to assess if baseline knee bone curvature (BC) could predict cartilage volume loss (CVL) at one year, and to develop a gender-based model. BC and cartil...

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Bibliographic Details
Main Authors: Hossein Bonakdari, Jean-Pierre Pelletier, François Abram, Johanne Martel-Pelletier
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Biomedicines
Subjects:
cartilage volume loss
bone curvature
osteoarthritis
prediction
machine learning
Online Access:https://www.mdpi.com/2227-9059/10/6/1247

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