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Machine Learning | Neurology | Psychiatry Identifying ADHD boys by very-low frequency prefrontal fNIRS fluctuations during a rhythmic mental arithmetic task. May 23, 2023
Neurology | Psychiatry Identification of autism spectrum disorder based on functional near-infrared spectroscopy using adaptive spatiotemporal graph convolution network. March 27, 2023
Neurology | Psychiatry Identifying autism spectrum disorder in resting-state fNIRS signals based on multiscale entropy and a two-branch deep learning network. November 9, 2022
Biomedical Engineering | Neurology Deep-learning informed Kalman filtering for priori-free and real-time hemodynamics extraction in functional near-infrared spectroscopy. October 3, 2022
Biomedical Engineering | Neurology | Psychiatry A General and Scalable Vision Framework for Functional Near-Infrared Spectroscopy Classification. July 13, 2022
Biomedical Engineering | Neurology Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data. August 16, 2021
Medical Imaging | Neurology | Neuroscience Decoding Multiple Sound-Categories in the Auditory Cortex by Neural Networks: An fNIRS Study. May 18, 2021
Biomedical Engineering | Neurology Subject-Independent Functional Near-Infrared Spectroscopy-Based Brain-Computer Interfaces Based on Convolutional Neural Networks. March 29, 2021
Neurology | Radiology Quantitative Assessment of Resting-State for Mild Cognitive Impairment Detection: A Functional Near-Infrared Spectroscopy and Deep Learning Approach. February 13, 2021
Neurology | Pediatrics | Psychiatry Identification of autism spectrum disorder based on short-term spontaneous hemodynamic fluctuations using deep learning in a multi-layer neural network. January 15, 2021
Neurology Application of Deep Learning in the Identification of Cerebral Hemodynamics Data Obtained from Functional Near-Infrared Spectroscopy: A Preliminary Study of Pre- and Post-Tooth Clenching Assessment. October 31, 2020