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Classification of suicidality by training supervised machine learning models with brain MRI findings: A systematic review
Background Suicide is a global public health issue causing around 700,000 deaths
worldwide each year. Therefore, identifying suicidal thoughts and behaviors in patients can …
worldwide each year. Therefore, identifying suicidal thoughts and behaviors in patients can …
Reconfiguration of structural and functional connectivity coupling in patient subgroups with adolescent depression
Importance Adolescent major depressive disorder (MDD) is associated with serious adverse
implications for brain development and higher rates of self-injury and suicide, raising …
implications for brain development and higher rates of self-injury and suicide, raising …
Structural and functional deficits and couplings in the cortico-striato-thalamo-cerebellar circuitry in social anxiety disorder
Although functional and structural abnormalities in brain regions involved in the
neurobiology of fear and anxiety have been observed in patients with social anxiety disorder …
neurobiology of fear and anxiety have been observed in patients with social anxiety disorder …
Diagnostic value of structural, functional and effective connectivity in bipolar disorder
Introduction The aim of this systematic review is to assess the functional magnetic
resonance imaging (fMRI) studies of bipolar disorder (BD) patients that characterize …
resonance imaging (fMRI) studies of bipolar disorder (BD) patients that characterize …
Identification of suicidality in patients with major depressive disorder via dynamic functional network connectivity signatures and machine learning
M Xu, X Zhang, Y Li, S Chen, Y Zhang, Z Zhou… - Translational …, 2022 - nature.com
Major depressive disorder (MDD) is a severe brain disease associated with a significant risk
of suicide. Identification of suicidality is sometimes life-saving for MDD patients. We aimed to …
of suicide. Identification of suicidality is sometimes life-saving for MDD patients. We aimed to …
Prediction of suicidality in bipolar disorder using variability of intrinsic brain activity and machine learning
Bipolar disorder (BD) is associated with marked suicidal susceptibility, particularly during a
major depressive episode. However, the evaluation of suicidal risk remains challenging …
major depressive episode. However, the evaluation of suicidal risk remains challenging …
Two distinct subtypes of obsessive compulsive disorder revealed by a framework integrating multimodal neuroimaging information
S Han, Y Xu, HR Guo, K Fang, Y Wei, L Liu… - Human brain …, 2022 - Wiley Online Library
Patients with obsessive compulsive disorder (OCD) exhibit tremendous heterogeneity in
structural and functional neuroimaging aberrance. However, most previous studies just …
structural and functional neuroimaging aberrance. However, most previous studies just …
Graph theory analysis of whole brain functional connectivity to assess disturbances associated with suicide attempts in bipolar disorder
Brain targets to lower the high risk of suicide in Bipolar Disorder (BD) are needed.
Neuroimaging studies employing analyses dependent on regional assumptions could miss …
Neuroimaging studies employing analyses dependent on regional assumptions could miss …
Comparison of brain network between schizophrenia and bipolar disorder: A multimodal MRI analysis of comparative studies
X Teng, C Guo, X Lei, F Yang, Z Wu, L Yu, J Ren… - Journal of Affective …, 2023 - Elsevier
Objective Cognitive impairment is a shared symptom of Schizophrenia (SCZ) and bipolar
disorder (BP), but the underlying neural mechanisms for both remain unclear. We aimed to …
disorder (BP), but the underlying neural mechanisms for both remain unclear. We aimed to …
Disrupted fronto-parietal network and default-mode network gamma interactions distinguishing suicidal ideation and suicide attempt in depression
Background Precise suicide risk evaluation struggled in Major depressive disorder (MDD),
especially for patients with only suicidal-ideation (SI) but without suicide attempt (SA). MDD …
especially for patients with only suicidal-ideation (SI) but without suicide attempt (SA). MDD …