3 papers
eess.IV2024
Classification of Carotid Plaque with Jellyfish Sign Through Convolutional and Recurrent Neural Networks Utilizing Plaque Surface Edges
Takeshi Yoshidomi, Shinji Kume, Hiroaki Aizawa +1
In carotid arteries, plaque can develop as localized elevated lesions. The Jellyfish sign, marked by fluctuating plaque surfaces with blood flow pulsation, is a dynamic characteris…
eess.SP2023
Bayesian Approach for Adaptive EMG Pattern Classification Via Semi-Supervised Sequential Learning
Seitaro Yoneda, Akira Furui
Intuitive human-machine interfaces may be developed using pattern classification to estimate executed human motions from electromyogram (EMG) signals generated during muscle contra…
cs.CV2022
Automated Classification of General Movements in Infants Using a Two-stream Spatiotemporal Fusion Network
Yuki Hashimoto, Akira Furui, Koji Shimatani +4
The assessment of general movements (GMs) in infants is a useful tool in the early diagnosis of neurodevelopmental disorders. However, its evaluation in clinical practice relies on…