Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression. (arXiv:2205.15858v2 [cs.LG] UPDATED)

Nowadays, many people worldwide suffer from brain disorders, and their health
is in danger. So far, numerous methods have been proposed for the diagnosis of
Schizophrenia (SZ) and attention deficit hyperactivity disorder (ADHD), among
which functional magnetic resonance imaging (fMRI) modalities are known as a
popular method among physicians. This paper presents an SZ and ADHD intelligent
detection method of resting-state fMRI (rs-fMRI) modality using a new deep
learning method. The University of California Los Angeles dataset, which
contains the …

arxiv attention autoencoder diagnosis interval regression schizophrenia type