Biomedical Engineering | Digital Health | Machine Learning | Psychiatry A Comparison of Personalized and Generalized Approaches to Emotion Recognition Using Consumer Wearable Devices: Machine Learning Study. June 14, 2024
Biomedical Engineering | Cardiology FM-FCN: A Neural Network with Filtering Modules for Accurate Vital Signs Extraction. May 13, 2024
Cognitive Science | Computer Science E-MFNN: an emotion-multimodal fusion neural network framework for emotion recognition. April 25, 2024
Biomedical Engineering | Neurology | Psychiatry Self supervised learning based emotion recognition using physiological signals. April 24, 2024
Affective Computing | Edge Computing | Wearable Technology A Deep Learning Approach for Fear Recognition on the Edge based on Two-dimensional Feature Maps. April 22, 2024
Biomedical Engineering | Neurology A novel deep-learning model based on τ-shaped convolutional network (τNet) with long short-term memory (LSTM) for physiological fatigue detection from EEG and EOG signals. February 20, 2024
Cardiology | Neurology Continual Learning with Deep Neural Networks in Physiological Signal Data: A Survey. January 23, 2024
Computational healthcare | Pain Management Transformer encoder with multiscale deep learning for pain classification using physiological signals. December 21, 2023
Other Assessment of Driver’s Stress using Multimodal Biosignals and Regularized Deep Kernel Learning. December 12, 2023
Transportation Safety Deep Learning for Detecting Multi-Level Driver Fatigue Using Physiological Signals: A Comprehensive Approach. October 14, 2023
Cardiology | Machine Learning | Respiratory Medicine Predicting Respiratory Rate from Electrocardiogram and Photoplethysmogram Using a Transformer-Based Model. September 28, 2023
Neurology | Psychiatry Multi-Input CNN-LSTM deep learning model for fear level classification based on EEG and peripheral physiological signals. June 16, 2023