Deep learning for brain disorder diagnosis based on fMRI images
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.05.113
Abstract: Abstract In modern neuroscience and clinical study, neuroscientists and clinicians often use non-invasive imaging techniques to validate theories and computational models, observe brain activities and diagnose brain disorders. The functional Magnetic Resonance Imaging (fMRI) is… read more here.
Keywords: disorder diagnosis; brain disorder; deep learning; brain ... See more keywords
Diffusion Kernel Attention Network for Brain Disorder Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3170701
Abstract: Constructing and analyzing functional brain networks (FBN) has become a promising approach to brain disorder classification. However, the conventional successive construct-and-analyze process would limit the performance due to the lack of interactions and adaptivity among… read more here.
Keywords: brain disorder; kernel attention; brain; attention ... See more keywords
Is Dyslexia a Brain Disorder?
Sign Up to like & getrecommendations! Published in 2018 at "Brain Sciences"
DOI: 10.3390/brainsci8040061
Abstract: Specific word reading difficulty, commonly termed ‘developmental dyslexia’, refers to the low end of the word reading skill distribution but is frequently considered to be a neurodevelopmental disorder. This term implies that brain development is… read more here.
Keywords: brain; brain disorder; word reading; dyslexia brain ... See more keywords