Synthesizing Foot and Ankle Kinematic Characteristics for Lateral Collateral Ligament Injuries Detection

Synthesizing Foot and Ankle Kinematic Characteristics for Lateral Collateral Ligament Injuries Detection

Deep learning has been applied in healthcare, where features of patients are read by the computer to assist with diagnosis and treatment. In sports medicine, kinematic characteristics of injuries need to be defined. Patients' data are then acquired amplified to training deep learning models. In...

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Bibliographic Details
Main Authors: Xin Liu, Chen Zhao, Bin Zheng, Qinwei Guo, Zhongshi Zhang, Aziguli Wulamu, Dezheng Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Kinematic characteristics
lateral collateral ligament injuries (LCL injuries) of the ankle
injuries detection
deep convolutional generative adversarial networks (DCGANs)
long short-term memory (LSTM) networks
Online Access:https://ieeexplore.ieee.org/document/9217447/

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