Ophthalmology Attention-based deep learning framework for automatic fundus image processing to aid in diabetic retinopathy grading. April 7, 2024
Neurology | Rehabilitation Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values. February 3, 2024
Pediatrics | Sleep Medicine A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea. December 12, 2023
Cardiology | Pediatrics | Sleep Medicine ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis. November 2, 2023
Neurology | Respiratory Medicine | Sleep Medicine Prediction of the Sleep Apnea Severity Using 2D-Convolutional Neural Networks and Respiratory Effort Signals. October 28, 2023
Neurology | Pediatrics | Sleep Medicine An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea. September 13, 2023
Brain-Computer Interface (BCI) | Cognitive Neuroscience | Neurology MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research. January 24, 2023
Artificial Intelligence | Sleep Medicine Conventional Machine Learning Methods Applied to the Automatic Diagnosis of Sleep Apnea. October 10, 2022
Respiratory Medicine | Sleep Medicine Deep-Learning Model Based on Convolutional Neural Networks to Classify Apnea-Hypopnea Events from the Oximetry Signal. October 10, 2022
Pulmonology | Sleep Medicine Oximetry Indices in the Management of Sleep Apnea: From Overnight Minimum Saturation to the Novel Hypoxemia Measures. October 10, 2022
Neurology | Pediatrics | Sleep Medicine A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry. July 7, 2022
Biomedical Engineering | Neurology EEGSym: Overcoming Inter-subject Variability in Motor Imagery Based BCIs with Deep Learning. June 27, 2022