Data Science | Physical Activity | Predictive Modeling Energy Expenditure Prediction from Accelerometry Data Using Long Short-Term Memory Recurrent Neural Networks. April 27, 2024
Artificial Intelligence | Biomedical Engineering | Sleep Medicine Research and application of deep learning-based sleep staging: Data, modeling, validation, and clinical practice. February 2, 2024
Epileptology | Neurology Artificial Intelligence Enhanced Epileptic Seizure Detection from Wearables. September 16, 2023
Geriatrics | Machine Learning | Orthopedics TOWARDS MUSCULOSKELETAL SIMULATION-AWARE FALL INJURY MITIGATION: TRANSFER LEARNING WITH DEEP CNN FOR FALL DETECTION. May 24, 2023
Neurology Digital Phenotypes of Instability and Fatigue Derived from Daily Standing Transitions in Persons with Multiple Sclerosis. April 28, 2023
Digital Health Technologies | Sleep Medicine 40 years of actigraphy in sleep medicine and current state of the art algorithms. March 25, 2023
Sleep Medicine | Transportation Safety A Deep Learning Approach to Classify Sitting and Sleep History from Raw Accelerometry Data during Simulated Driving. September 9, 2022
Biomechanics | Geriatrics | Rehabilitation Near-Fall Detection in Unexpected Slips during Over-Ground Locomotion with Body-Worn Sensors among Older Adults. May 20, 2022
Computer Science | Medical Imaging | Neurology Next move in movement disorders (NEMO): developing a computer-aided classification tool for hyperkinetic movement disorders. October 12, 2021
Physical Activity | Wearable Technology Deep Learning to Predict Energy Expenditure and Activity Intensity in Free Living Conditions using Wrist-specific Accelerometry. October 30, 2020
Machine Learning | Pediatric Medicine | Sports Medicine Predicting Children’s Energy Expenditure during Physical Activity using Deep Learning and Wearable Sensor Data. June 29, 2020
Biomedical Engineering | Neurology | Rehabilitation Medicine On the Visuomotor Behavior of Amputees and Able-Bodied People During Grasping. December 4, 2019