Grading of Metacarpophalangeal Rheumatoid Arthritis on Ultrasound Images Using Machine Learning Algorithms

Grading of Metacarpophalangeal Rheumatoid Arthritis on Ultrasound Images Using Machine Learning Algorithms

The grading evaluation of metacarpophalangeal rheumatoid arthritis (RA) ultrasonic images is a diagnostic challenge that heavily relies on the expertise of trained sonographers. This study presents a grading method for detecting and estimating the geometric and texture features of synovium thickenin...

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Bibliographic Details
Main Authors: Tengfei Yang, Haijiang Zhu, Xiaoyu Gao, Yiyuan Zhang, Yanan Hui, Fangfang Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Computer aided diagnosis
metacarpophalangeal rheumatoid arthritis
machine learning
Ultrasonic imaging
Online Access:https://ieeexplore.ieee.org/document/9043487/

Internet

https://ieeexplore.ieee.org/document/9043487/

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