Biomedical Engineering | Cardiology | Sleep Medicine Obstructive sleep apnea detection from single-lead electrocardiogram signals using one-dimensional squeeze-and-excitation residual group network. December 13, 2021
Biomedical Engineering | Neurology Demonstrating the Viability of Mapping Deep Learning Based EEG Decoders to Spiking Networks on Low-powered Neuromorphic Chips. December 11, 2021
Industrial | Medical | Sport Application of artificial intelligence in wearable devices: Opportunities and challenges. November 27, 2021
Epileptology | Neurology Ambulatory seizure forecasting with a wrist-worn device using long-short term memory deep learning. November 10, 2021
Other HARNAS: Human Activity Recognition Based on Automatic Neural Architecture Search Using Evolutionary Algorithms. October 26, 2021
Biomedical Engineering | Cardiology Multi-task deep learning for cardiac rhythm detection in wearable devices. September 9, 2021
Connected Health | Telemedicine Review of Wearable Devices and Data Collection Considerations for Connected Health. August 28, 2021
Biomedical Engineering | Healthcare Technology | Physiological sensing | Wearable Technology A Meta-Learning Approach for Fast Personalization of Modality Translation Models in Wearable Physiological Sensing. August 16, 2021
Biomedical Engineering | Cardiology Multi-Headed Conv-LSTM Network for Heart Rate Estimation during Daily Living Activities. August 10, 2021
Bioengineering | Digital Health | Psychiatry Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor. August 10, 2021
Internal Medicine | mHealth | Pulmonology Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study. May 6, 2021
Healthcare | Human-Computer Interaction | Rehabilitation | Sign-Language Translation Wearable on-device deep learning system for hand gesture recognition based on FPGA accelerator. February 2, 2021