Based on neural network cascade abnormal texture information dissemination of classification of patients with schizophrenia and depression
L Gan, L Wang, H Liu, G Wang - Brain Research, 2024 - Elsevier
This study used MRI brain image segmentation to identify novel magnetic resonance
imaging (MRI) biomarkers to distinguish patients with schizophrenia (SCZ), major …
imaging (MRI) biomarkers to distinguish patients with schizophrenia (SCZ), major …
Identification of voxel-based texture abnormalities as new biomarkers for schizophrenia and major depressive patients using layer-wise relevance propagation on …
AI Korda, A Ruef, S Neufang, C Davatzikos… - Psychiatry Research …, 2021 - Elsevier
Non-segmented MRI brain images are used for the identification of new Magnetic
Resonance Imaging (MRI) biomarkers able to differentiate between schizophrenic patients …
Resonance Imaging (MRI) biomarkers able to differentiate between schizophrenic patients …
Grey-matter texture abnormalities and reduced hippocampal volume are distinguishing features of schizophrenia
Neurodevelopmental processes are widely believed to underlie schizophrenia. Analysis of
brain texture from conventional magnetic resonance imaging (MRI) can detect disturbance …
brain texture from conventional magnetic resonance imaging (MRI) can detect disturbance …
Segmentation and texture analysis of structural biomarkers using neighborhood-clustering-based level set in MRI of the schizophrenic brain
M Latha, G Kavitha - Magnetic Resonance Materials in Physics, Biology …, 2018 - Springer
Objective Schizophrenia (SZ) is a psychiatric disorder that especially affects individuals
during their adolescence. There is a need to study the subanatomical regions of SZ brain on …
during their adolescence. There is a need to study the subanatomical regions of SZ brain on …
[HTML][HTML] Reproducible grey matter patterns index a multivariate, global alteration of brain structure in schizophrenia and bipolar disorder
Schizophrenia is a severe mental disorder characterized by numerous subtle changes in
brain structure and function. Machine learning allows exploring the utility of combining …
brain structure and function. Machine learning allows exploring the utility of combining …
Three-dimensional textural analysis of brain images reveals distributed grey-matter abnormalities in schizophrenia
Abstract Objectives Three-dimensional (3-D) selective-and relative-scale texture analysis
(TA) was applied to structural magnetic resonance (MR) brain images to quantify the …
(TA) was applied to structural magnetic resonance (MR) brain images to quantify the …
Magnetic resonance texture analysis reveals stagewise nonlinear alterations of the frontal gray matter in patients with early psychosis
Although gray matter (GM) abnormalities are present from the early stages of psychosis,
subtle/miniscule changes may not be detected by conventional volumetry. Texture analysis …
subtle/miniscule changes may not be detected by conventional volumetry. Texture analysis …
[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 …
Brain gray matter phenotypes across the psychosis dimension
This study sought to examine whole brain and regional gray matter (GM) phenotypes across
the schizophrenia (SZ)–bipolar disorder psychosis dimension using voxel-based …
the schizophrenia (SZ)–bipolar disorder psychosis dimension using voxel-based …
Intelligent System for the Diagnosis of Schizophrenia featuring Brain Textures from EEG
Schizophrenia (ScZ) is a harmful disorder of the brain often associated with anxiety,
depression and sociopsychological problems. An accurate and timely diagnosis of SZ …
depression and sociopsychological problems. An accurate and timely diagnosis of SZ …
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