Machine Learning-Based Pain Severity Classification of Lumbosacral Radiculopathy Using Infrared Thermal Imaging

Machine Learning-Based Pain Severity Classification of Lumbosacral Radiculopathy Using Infrared Thermal Imaging

Pain is subjective and varies among individuals. Doctors determine pain severity based on a patient’s self-reported symptoms. In such situations, a language barrier may prevent patients from expressing their pain accurately, which may cause doctors to underestimate their pain degree. Moreover, patie...

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Bibliographic Details
Main Authors: Jinu Rim, Seungjun Ryu, Hyunjun Jang, Hoyeol Zhang, Yongeun Cho
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Applied Sciences
Subjects:
infrared thermography
lumbosacral radiculopathy
machine learning
multiclass classification
Online Access:https://www.mdpi.com/2076-3417/13/6/3541

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https://www.mdpi.com/2076-3417/13/6/3541

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