Neurology | Psychiatry fNIRS-Driven Depression Recognition Based on Cross-Modal Data Augmentation. July 16, 2024
Brain-Computer Interface | Machine Learning | Neurology Working memory load recognition with deep learning time series classification. June 10, 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 | Pain Management Empirical comparison of deep learning models for fNIRS pain decoding. February 29, 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 | Machine Learning | Neurology Benchmarking framework for machine learning classification from fNIRS data. January 18, 2024
Medical Imaging | Neurology | Psychiatry Interpretable deep learning model for major depressive disorder assessment based on functional near-infrared spectroscopy. January 6, 2024
Geriatrics | Neurology | Psychiatry Mental workload classification using convolutional neural networks based on fNIRS-derived prefrontal activity. December 15, 2023
Biomedical Engineering | Neurology Learning based motion artifacts processing in fNIRS: a mini review. November 30, 2023
Geriatrics | Neurology | Rehabilitation Medicine Deep Learning Based Walking Tasks Classification in Older Adults using fNIRS. August 18, 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