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Neurology | Neuroscience Deep Representation Learning for Open Vocabulary Electroencephalography-to-Text Decoding. June 18, 2024
Neurology | Psychiatry An Automated Approach for Predicting HAMD-17 Scores via Divergent Selective Focused Multi-heads Self-Attention Network. May 28, 2024
Neurosurgery | Robotics | Surgery Learning Curves during Implementation of Robotic Stereotactic Surgery. May 12, 2024
Biomedical Engineering | Neurology Continuous tracking using deep learning-based decoding for noninvasive brain-computer interface. May 1, 2024
Neurology Application of cluster repeated mini-batch training method to classify electroencephalography for grab and lift tasks. October 14, 2023
Neurology Deep-learning detection of mild cognitive impairment from sleep electroencephalography for patients with Parkinson’s disease. August 3, 2023
Bioinformatics | Neuroimaging | Neurology Generative Adversarial Network (GAN) for Simulating Electroencephalography. July 6, 2023
Neurology | Psychiatry | Sleep Medicine The influence of cognitive activity on subsequent daytime nap: A deep neural network model based on sleep spindles. July 5, 2023
Neurology | Psychiatry Improving Multichannel Raw Electroencephalography-based Diagnosis of Major Depressive Disorder by Pretraining Deep Learning Models with Single Channel Sleep Stage Data. July 3, 2023
Epileptology | Neurology Genetic algorithm designed for optimization of neural network architectures for intracranial EEG recordings analysis. June 7, 2023
Neurology | Sleep Medicine The Effect of Coupled Electroencephalography Signals in Electrooculography Signals on Sleep Staging Based on Deep Learning Methods. May 27, 2023