Biomedical Engineering | Neurology | Rehabilitation Medicine Knee Angle Estimation from Surface EMG during Walking Using Attention-Based Deep Recurrent Neural Networks: Feasibility and Initial Demonstration in Cerebral Palsy. July 13, 2024
Facial Recognition Technology | Neurology | Pain Management Automated facial recognition system using deep learning for pain assessment in adults with cerebral palsy. June 7, 2024
Orthopedics | Pediatrics | Physical Therapy Creating an autoencoder single summary metric to assess gait quality to compare surgical outcomes in children with cerebral palsy: The Shriners Gait Index (SGI). April 26, 2024
Neurology | Pediatrics | Rehabilitation Medicine Development and evaluation of a BCI-neurofeedback system with real-time EEG detection and electrical stimulation assistance during motor attempt for neurorehabilitation of children with cerebral palsy. April 18, 2024
Digital Health | Neurology | Pediatrics Automated identification of abnormal infant movements from smart phone videos. February 22, 2024
Neurology | Pediatrics | Physical Therapy Automating General Movements Assessment with quantitative deep learning to facilitate early screening of cerebral palsy. December 14, 2023
Neurology | Orthopedics | Pediatrics Automated structuring of gait data for analysis purposes – A deep learning pilot example. December 12, 2023
Neurology | Physical Therapy | Rehabilitation Medicine Accurate Monitoring of 24-h Real-World Movement Behavior in People with Cerebral Palsy Is Possible Using Multiple Wearable Sensors and Deep Learning. November 25, 2023
Health Informatics | Neurology | Pediatrics PredictMed-epilepsy: A multi-agent based system for epilepsy detection and prediction in neuropediatrics. May 7, 2023
Neurology | Pediatrics | Radiology Predicting the brain age of children with cerebral palsy using a two-dimensional convolutional neural networks prediction model without gray and white matter segmentation. December 12, 2022
Neurology | Pediatrics | Rehabilitation Medicine A deep-learning approach for automatically detecting gait-events based on foot-marker kinematics in children with cerebral palsy-Which markers work best for which gait patterns? October 13, 2022
Neurology | Pediatrics Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks. September 10, 2022