Cardiology Automated identification of atrial fibrillation from single-lead ECGs using multi-branching ResNet. April 24, 2024
Medical Imaging | Neurology | Psychiatry Transfer learning and self-distillation for automated detection of schizophrenia using single-channel EEG and scalogram images. April 23, 2024
Electrical Engineering | Machine Learning Series Arc Fault Detection Based on Multimodal Feature Fusion. September 9, 2023
Deep Learning | Fault Diagnosis | Mechanical Engineering | Robotics The Performance Analysis of PSO-ResNet for the Fault Diagnosis of Vibration Signals Based on the Pipeline Robot. May 13, 2023
Aerospace Engineering | Structural Health Monitoring Deep Transfer Learning Approach for Localization of Damage Area in Composite Laminates Using Acoustic Emission Signal. March 29, 2023
Biomedical Engineering | Neurology | Sleep Medicine A Deep Transfer Learning Framework for Sleep Stage Classification with Single-Channel EEG Signals. November 26, 2022
Computer Science | Human Activity Recognition | Machine Learning Human activity recognition from sensor data using spatial attention-aided CNN with genetic algorithm. November 2, 2022
Neurology | Psychiatry Automatic Diagnosis of Attention Deficit Hyperactivity Disorder with Continuous Wavelet Transform and Convolutional Neural Network. November 2, 2022
Cardiology Multiclass Convolutional Neural Networks for Atrial Fibrillation Classification. October 14, 2022
Artificial Intelligence in Medicine | Biomedical Engineering | Cardiology A Parallel Cross Convolutional Recurrent Neural Network for Automatic Imbalanced ECG Arrhythmia Detection with Continuous Wavelet Transform. October 14, 2022
Deep Learning | Electrical Engineering | Fault Diagnosis Series arc fault detection based on continuous wavelet transform and DRSN-CW with limited source data. July 27, 2022
Biomedical Engineering | Cardiology Automated Detection of Hypertension Using Continuous Wavelet Transform and a Deep Neural Network with Ballistocardiography Signals. April 12, 2022