Deep Learning-Based Computer-Aided Diagnosis of Rheumatoid Arthritis with Hand X-ray Images Conforming to Modified Total Sharp/van der Heijde Score.
Hao-Jan WangChi-Ping SuChien-Chih LaiWun-Rong ChenChi ChenLiang-Ying HoWoei-Chyn ChuChung-Yueh LienPublished in: Biomedicines (2022)
The proposed model is feasible and efficient. It could be helpful for subsequent research on computer-aided diagnosis in RA. We suggest that applying the one-hand X-ray imaging protocol can improve the accuracy of mTSS classification model in determining mild disease if it is used in clinical practice.
Keyphrases
- deep learning
- rheumatoid arthritis
- high resolution
- clinical practice
- convolutional neural network
- machine learning
- artificial intelligence
- disease activity
- randomized controlled trial
- dual energy
- ankylosing spondylitis
- interstitial lung disease
- computed tomography
- systemic sclerosis
- magnetic resonance imaging
- optical coherence tomography