Serum adipokines/related inflammatory factors and ratios as predictors of infrapatellar fat pad volume in osteoarthritis: Applying comprehensive machine learning approaches

Objective. The infrapatellar fat pad (IPFP) has been associated with knee osteoarthritis onset and progression. This study uses machine learning (ML) approaches to predict serum levels of some adipokines/related inflammatory factors and their ratios on knee IPFP volume of osteoarthritis patients.Met...

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Veröffentlicht in:Sci Rep
Hauptverfasser: Bonakdari, Hossein, Tardif, Ginette, Abram, François, Pelletier, Jean-Pierre, Martel-Pelletier, Johanne
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2020
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7305166/
https://ncbi.nlm.nih.gov/pubmed/32561782
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-66330-0
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