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Neurology | Sleep Medicine L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging. August 8, 2023
Neurology | Sleep Medicine Automatic sleep staging for the young and the old – Evaluating age bias in deep learning. April 26, 2023
Pediatrics | Sleep Medicine Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods. May 13, 2022
Neurology | Sleep Medicine From unsupervised to semi-supervised adversarial domain adaptation in EEG-based sleep staging. May 4, 2022
Neurology | Sleep Medicine Automatic sleep staging of EEG signals: recent development, challenges, and future directions. March 23, 2022
Neurology | Sleep Medicine SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification. January 31, 2022
Deep Learning | Medical Imaging | Respiratory Medicine CNN-MoE based framework for classification of respiratory anomalies and lung disease detection. March 8, 2021
Clinical Neuroscience | Machine Learning | Sleep Medicine MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. November 12, 2020
Biomedical Engineering | Neurology Regression of Hand Movements from sEMG Data with Recurrent Neural Networks. October 6, 2020
Neurology | Sleep Medicine Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning. August 31, 2020
Neurology | Sleep Medicine Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging. January 17, 2020