An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future …
Schizophrenia (SZ) is a mental disorder that typically emerges in late adolescence or early
adulthood. It reduces the life expectancy of patients by 15 years. Abnormal behavior …
adulthood. It reduces the life expectancy of patients by 15 years. Abnormal behavior …
[HTML][HTML] One size does not fit all: methodological considerations for brain-based predictive modeling in psychiatry
Psychiatric illnesses are heterogeneous in nature. No illness manifests in the same way
across individuals, and no two patients with a shared diagnosis exhibit identical symptom …
across individuals, and no two patients with a shared diagnosis exhibit identical symptom …
[HTML][HTML] Toward mapping neurobehavioral heterogeneity of psychedelic neurobiology in humans
Precision psychiatry aims to identify markers of interindividual variability that allow for
predicting the right treatment for each patient. However, bridging the gap between molecular …
predicting the right treatment for each patient. However, bridging the gap between molecular …
Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy …
A Shoeibi, N Ghassemi, M Khodatars, P Moridian… - Cognitive …, 2023 - Springer
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 …
So far, numerous methods have been proposed for the diagnosis of Schizophrenia (SZ) and …
[HTML][HTML] Intrinsic connectivity patterns of task-defined brain networks allow individual prediction of cognitive symptom dimension of schizophrenia and are linked to …
Background Despite the marked interindividual variability in the clinical presentation of
schizophrenia, the extent to which individual dimensions of psychopathology relate to the …
schizophrenia, the extent to which individual dimensions of psychopathology relate to the …
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia
Abstract Computer Aided Diagnosis systems assist radiologists and doctors in the early
diagnosis of mental disorders such as Alzheimer's, bipolar disorder, depression, autism …
diagnosis of mental disorders such as Alzheimer's, bipolar disorder, depression, autism …
Topics and trends in artificial intelligence assisted human brain research
Artificial intelligence (AI) assisted human brain research is a dynamic interdisciplinary field
with great interest, rich literature, and huge diversity. The diversity in research topics and …
with great interest, rich literature, and huge diversity. The diversity in research topics and …
Shared and distinct brain fMRI response during performance of working memory tasks in adult patients with schizophrenia and major depressive disorder
X Wang, B Cheng, N Roberts, S Wang… - Human brain …, 2021 - Wiley Online Library
Working memory (WM) impairments are common features of psychiatric disorders. A
systematic meta‐analysis was performed to determine common and disorder‐specific brain …
systematic meta‐analysis was performed to determine common and disorder‐specific brain …
[HTML][HTML] Systematic review of functional MRI applications for psychiatric disease subtyping
L Miranda, R Paul, B Pütz, N Koutsouleris… - Frontiers in …, 2021 - frontiersin.org
Background: Psychiatric disorders have been historically classified using symptom
information alone. Recently, there has been a dramatic increase in research interest not only …
information alone. Recently, there has been a dramatic increase in research interest not only …
[HTML][HTML] Functional parcellation of human and macaque striatum reveals human-specific connectivity in the dorsal caudate
A wide homology between human and macaque striatum is often assumed as in both the
striatum is involved in cognition, emotion and executive functions. However, differences in …
striatum is involved in cognition, emotion and executive functions. However, differences in …