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

• Main Authors: Yanfei Wang (Author), Lei You (Author), Jacqueline Chyr (Author), Lan Lan (Author), Weiling Zhao (Author), Yujia Zhou (Author), Hua Xu (Author), Philip Noble (Author), Xiaobo Zhou (Author)
• Format: Book
• Published: Frontiers Media S.A., 2020-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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...