Orthopedics | Physical Therapy BiLSTM-based joint torque prediction from mechanomyogram during isometric contractions: A proof of concept study. May 9, 2024
Neurology | Sleep Medicine Association Between Sleep Quality and Deep Learning-Based Sleep Onset Latency Distribution Using an Electroencephalogram. May 2, 2024
Biomechanics | Computer Vision | Physical Therapy BlazePose-Seq2Seq: Leveraging Regular RGB Cameras for Robust Gait Assessment. April 22, 2024
Epileptology | Neurology Automatic detection of scalp high-frequency oscillations based on deep learning. April 16, 2024
Medical Imaging | Mental Health | Psychiatry A Deep Quantum Convolutional Neural Network Based Facial Expression Recognition For Mental Health Analysis. April 12, 2024
Neurology | Rehabilitation Medicine Explainable deep-learning prediction for brain-computer interfaces supported lower extremity motor gains based on multi-state fusion. April 5, 2024
Biomedical Engineering | Neurology | Rehabilitation Continuous Motion Intention Prediction Using sEMG for Upper-Limb Rehabilitation: A Systematic Review of Model-Based and Model-Free Approaches. April 1, 2024
Neurology | Otorhinolaryngology | Physical Therapy Deep learning model to evaluate sensorimotor system ability in patients with dizziness for postural control. March 18, 2024
Computer Science | Neurology | Neuroscience Semantics-Guided Hierarchical Feature Encoding Generative Adversarial Network for Visual Image Reconstruction from Brain Activity. March 18, 2024
Other A Combination Model of Shifting Joint Angle Changes With 3D-Deep Convolutional Neural Network to Recognize Human Activity. March 12, 2024
Biomechanics | Physical Therapy Physics-informed Deep Learning for Muscle Force Prediction with Unlabeled sEMG Signals. March 11, 2024
Prosthetics | Rehabilitation Engineering Deep learning for enhanced prosthetic control: Real-time motor intent decoding for simultaneous control of artificial limbs. February 29, 2024