An Efficient Neural Network for Segmenting Multiple Joint Tissues From Knee MRI With Hyperparameter Optimization: Data From the Osteoarthritis Initiative

• Main Authors: Shan Qing Yeoh, Pauline, Bing, Li, Goh, Siew Li, Hasikin, Khairunnisa, Wu, Xiang, Chai Hum, Yan, Kai Tee, Yee, Wee Lai, Khin
• Format: Article
• Published: Institute of Electrical and Electronics Engineers 2024
• Subjects: QA75 Electronic computers. Computer science; R Medicine (General)
• Online Access: http://eprints.um.edu.my/47115/; https://doi.org/10.1109/ACCESS.2024.3454374

Early detection of knee osteoarthritis is crucial because the damage in the knee joint is irreversible at the advanced stage. Medical images such as Magnetic Resonance Imaging plays an important role in knee osteoarthritis diagnosis as it provides excellent visualization of the osteoarthritis imagin...