A machine learning-based approach to decipher multi-etiology of knee osteoarthritis onset and deterioration

A machine learning-based approach to decipher multi-etiology of knee osteoarthritis onset and deterioration

Objectives: By deploying a novel combination of machine learning approaches, we aim to investigate the contributions of each local and systemic risk factors in multi-etiology of knee osteoarthritis (KOA) to disease onset and deterioration. Methods: A machine-learning-based KOA progression prediction...

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Bibliographic Details
Main Authors: L.C. Chan, H.H.T. Li, P.K. Chan, C. Wen
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:Osteoarthritis and Cartilage Open
Subjects:
Knee osteoarthritis
Machine learning
Neural network
t-SNE
Online Access:http://www.sciencedirect.com/science/article/pii/S2665913120301357

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