Chaos analysis of the cortical boundary for the recognition of psychosis
Background: Structural MRI studies in people with first-episode psychosis (FEP) and those
in the clinical high-risk (CHR) state have consistently shown volumetric abnormalities that …
in the clinical high-risk (CHR) state have consistently shown volumetric abnormalities that …
[HTML][HTML] Chaos analysis of the brain topology in first-episode psychosis and clinical high risk patients
Structural MRI studies in first-episode psychosis (FEP) and in clinical high risk (CHR)
patients have consistently shown volumetric abnormalities in frontal, temporal, and cingulate …
patients have consistently shown volumetric abnormalities in frontal, temporal, and cingulate …
[HTML][HTML] Identification of texture MRI brain abnormalities on first-episode psychosis and clinical high-risk subjects using explainable artificial intelligence
Structural MRI studies in first-episode psychosis and the clinical high-risk state have
consistently shown volumetric abnormalities. Aim of the present study was to introduce …
consistently shown volumetric abnormalities. Aim of the present study was to introduce …
Investigating brain structural patterns in first episode psychosis and schizophrenia using MRI and a machine learning approach
AM de Moura, WHL Pinaya, A Gadelha… - Psychiatry Research …, 2018 - Elsevier
In this study, we employed the Maximum Uncertainty Linear Discriminant Analysis (MLDA) to
investigate whether the structural brain patterns in first episode psychosis (FEP) patients …
investigate whether the structural brain patterns in first episode psychosis (FEP) patients …
S25. Framework for the characterization OF HIPPOCAMPUS using radiomic approach IN first-episode PSYCHOSIS
M Masias, I Valli, A Fortea, E De la Serna… - Schizophrenia …, 2020 - academic.oup.com
Background Volumetric and morphological hippocampal abnormalities are one of the key
features of psychotic disorders. Architectural alterations in hippocampal pyramidal neurons …
features of psychotic disorders. Architectural alterations in hippocampal pyramidal neurons …
[HTML][HTML] Gray matter changes in subjects at high risk for developing psychosis and first-episode schizophrenia: a voxel-based structural MRI study
K Nakamura, T Takahashi, K Nemoto, A Furuichi… - Frontiers in …, 2013 - frontiersin.org
Objectives: The aim of the present study was to use a voxel-based magnetic resonance
imaging method to investigate the neuroanatomical characteristics in subjects at high risk of …
imaging method to investigate the neuroanatomical characteristics in subjects at high risk of …
[HTML][HTML] Cortical abnormalities and identification for first-episode schizophrenia via high-resolution magnetic resonance imaging
L Liu, LB Cui, XS Wu, NB Fei, ZL Xu, D Wu… - Biomarkers in …, 2020 - Elsevier
Background Evidence from neuroimaging has implicated abnormal cerebral cortical patterns
in schizophrenia. Application of machine learning techniques is required for identifying …
in schizophrenia. Application of machine learning techniques is required for identifying …
Multivariate voxel-based morphometry successfully differentiates schizophrenia patients from healthy controls
Y Kawasaki, M Suzuki, F Kherif, T Takahashi, SY Zhou… - Neuroimage, 2007 - Elsevier
Currently available laboratory procedures might provide additional information to psychiatric
diagnostic systems for more valid classifications of mental disorders. To identify the …
diagnostic systems for more valid classifications of mental disorders. To identify the …
Grey matter volume differences in non-affective psychosis and the effects of age of onset on grey matter volumes: A voxelwise study
D Tordesillas-Gutierrez, N Koutsouleris… - Schizophrenia …, 2015 - Elsevier
Previous evidence indicates that structural brain alterations are already present in the early
phases of psychosis. In this study we aim to investigate the relationships among the different …
phases of psychosis. In this study we aim to investigate the relationships among the different …
Pattern classification using principal components of cortical thickness and its discriminative pattern in schizophrenia
We proposed pattern classification based on principal components of cortical thickness
between schizophrenic patients and healthy controls, which was trained using a leave-one …
between schizophrenic patients and healthy controls, which was trained using a leave-one …