Auxiliary Diagnostic Method for Patellofemoral Pain Syndrome Based on One-Dimensional Convolutional Neural Network

Auxiliary Diagnostic Method for Patellofemoral Pain Syndrome Based on One-Dimensional Convolutional Neural Network

Early accurate diagnosis of patellofemoral pain syndrome (PFPS) is important to prevent the further development of the disease. However, traditional diagnostic methods for PFPS mostly rely on the subjective experience of doctors and subjective feelings of the patient, which do not have an accurate-u...

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Bibliographic Details
Main Authors: Wuxiang Shi, Yurong Li, Dujian Xu, Chen Lin, Junlin Lan, Yuanbo Zhou, Qian Zhang, Baoping Xiong, Min Du
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Public Health
Subjects:
patellofemoral pain syndrome
one-dimensional convolutional neural network
focal loss
attention mechanism
joint angles
surface electromyography
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2021.615597/full

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