Pre-trained convolutional neural network with transfer learning by artificial illustrated images classify power Doppler ultrasound images of rheumatoid arthritis joints

Pre-trained convolutional neural network with transfer learning by artificial illustrated images classify power Doppler ultrasound images of rheumatoid arthritis joints

Objective To study the classification performance of a pre-trained convolutional neural network (CNN) with transfer learning by artificial joint ultrasonography images in rheumatoid arthritis (RA). Methods This retrospective study focused on abnormal synovial vascularity and created 870 artificial j...

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Bibliographic Details
Main Authors: Jun Fukae, Yoshiharu Amasaki, Yuichiro Fujieda, Yuki Sone, Ken Katagishi, Tatsunori Horie, Tamotsu Kamishima, Tatsuya Atsumi
Format: Article
Language:English
Published: SAGE Publishing 2025-02-01
Series:Journal of International Medical Research
Online Access:https://doi.org/10.1177/03000605251318195
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