A meta-analysis and systematic review of single vs. multimodal neuroimaging techniques in the classification of psychosis
Background Psychotic disorders are characterized by structural and functional abnormalities
in brain networks. Neuroimaging techniques map and characterize such abnormalities using …
in brain networks. Neuroimaging techniques map and characterize such abnormalities using …
Machine learning and non-affective psychosis: identification, differential diagnosis, and treatment
Abstract Purpose of Review This review will cover the most relevant findings on the use of
machine learning (ML) techniques in the field of non-affective psychosis, by summarizing the …
machine learning (ML) techniques in the field of non-affective psychosis, by summarizing the …
Graph convolutional networks reveal network-level functional dysconnectivity in schizophrenia
Abstract Background and Hypothesis Schizophrenia is increasingly understood as a
disorder of brain dysconnectivity. Recently, graph-based approaches such as graph …
disorder of brain dysconnectivity. Recently, graph-based approaches such as graph …
Metastability as a candidate neuromechanistic biomarker of schizophrenia pathology
The disconnection hypothesis of schizophrenia proposes that symptoms of the disorder
arise as a result of aberrant functional integration between segregated areas of the brain …
arise as a result of aberrant functional integration between segregated areas of the brain …
Sexually divergent development of depression-related brain networks during healthy human adolescence
Sexual differences in human brain development could be relevant to sex differences in the
incidence of depression during adolescence. We tested for sex differences in parameters of …
incidence of depression during adolescence. We tested for sex differences in parameters of …
Gender differences in professional adversities and mental health among surgical and nonsurgical medical trainees: an internet-based survey
A Fresán, D Guízar-Sánchez, M Yoldi-Negrete… - Journal of Surgical …, 2023 - Elsevier
Background Physicians in training face a variety of stressors throughout their professional
development and according to their gender. Among them, surgical trainees appear to be …
development and according to their gender. Among them, surgical trainees appear to be …
Multimodal graph coarsening for interpretable, MRI-based brain graph neural network
Graph neural networks (GNN s) are a powerful class of model for representation learning on
relational data and graph-structured signal, such as brain connectivity graphs derived from …
relational data and graph-structured signal, such as brain connectivity graphs derived from …
Connectome dysfunction in patients at clinical high risk for psychosis and modulation by oxytocin
Abnormalities in functional brain networks (functional connectome) are increasingly
implicated in people at Clinical High Risk for Psychosis (CHR-P). Intranasal oxytocin, a …
implicated in people at Clinical High Risk for Psychosis (CHR-P). Intranasal oxytocin, a …
The EEG multiverse of schizophrenia
D Gordillo, JR da Cruz, E Chkonia, WH Lin… - Cerebral …, 2023 - academic.oup.com
Research on schizophrenia typically focuses on one paradigm for which clear-cut
differences between patients and controls are established. Great efforts are made to …
differences between patients and controls are established. Great efforts are made to …
A multidisciplinary approach to insanity assessment as a way to reduce cognitive biases
C Scarpazza, I Zampieri, A Miolla, G Melis… - Forensic science …, 2021 - Elsevier
Insanity assessment requires the evaluation of the psychopathological condition that
underlies the mens rea. Psychopathological evaluation may be quite challenging due to (i) …
underlies the mens rea. Psychopathological evaluation may be quite challenging due to (i) …