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Biomedical Engineering | Neurology | Psychiatry EF-Net: Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN. March 28, 2024
Biomedical Engineering | Neurology Unleashing the potential of fNIRS with machine learning: classification of fine anatomical movements to empower future brain-computer interface. March 4, 2024
Neurology | Psychology Artificial neural network models: implementation of functional near-infrared spectroscopy-based spontaneous lie detection in an interactive scenario. February 8, 2024
Machine Learning | Neurology | Psychiatry Diagnostic machine learning applications on clinical populations using functional near infrared spectroscopy: a review. February 3, 2024
Biomedical Engineering | Neurology Identification of individuals using functional near-infrared spectroscopy based on a one-dimensional convolutional neural network. January 29, 2024
Medical Imaging | Neurology | Psychiatry Interpretable deep learning model for major depressive disorder assessment based on functional near-infrared spectroscopy. January 6, 2024
Biomedical Engineering | Neurology Learning based motion artifacts processing in fNIRS: a mini review. November 30, 2023
Neurology | Prosthetics Deep learning-based framework for real-time upper limb motion intention classification using combined bio-signals. August 14, 2023
Neurology | Psychiatry Cross-Subject Emotion Recognition Brain-Computer Interface Based on fNIRS and DBJNet. July 31, 2023
Biomedical Engineering | Neurology An Isolated CNN Architecture for Classification of Finger-Tapping Tasks Using Initial Dip Images: A Functional Near-Infrared Spectroscopy Study. July 29, 2023
Neurology | Neuroscience CGAN-rIRN: a data-augmented deep learning approach to accurate classification of mental tasks for a fNIRS-based brain-computer interface. June 21, 2023