Causal Discovery in Radiographic Markers of Knee Osteoarthritis and Prediction for Knee Osteoarthritis Severity With Attention–Long Short-Term Memory

The goal of this study is to build a prognostic model to predict the severity of radiographic knee osteoarthritis (KOA) and to identify long-term disease progression risk factors for early intervention and treatment. We designed a long short-term memory (LSTM) model with an attention mechanism to pr...

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Detalhes bibliográficos
Publicado no:Front Public Health
Main Authors: Wang, Yanfei, You, Lei, Chyr, Jacqueline, Lan, Lan, Zhao, Weiling, Zhou, Yujia, Xu, Hua, Noble, Philip, Zhou, Xiaobo
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Public Health
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7779681/
https://ncbi.nlm.nih.gov/pubmed/33409263
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpubh.2020.604654
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