DocumentCode :
723734
Title :
Comparison of volumes of subcortical regions in schizophrenia patients and healthy controls using MRI
Author :
Khodaei, Afsoon ; Hossein-Zadeh, Gholam-Ali ; Ananloo, Esmaeil Shahsavand
Author_Institution :
Sch. of ECE, Univ. of Tehran, Tehran, Iran
fYear :
2015
fDate :
11-12 March 2015
Firstpage :
1
Lastpage :
5
Abstract :
As a crucial mental disorder, schizophrenia affects one percent of the world population. Diagnosis of this disorder is now based mainly on the clinical symptoms. As the first study in Iran, we investigate the magnetic resonance imaging (MRI) images of patients with schizophrenia to investigate the imaging biomarkers for helping the diagnosis of this disorder. In this study, we have analyzed MRI images from 12 schizophrenia patients and 12 healthy controls. We have examined the volume of the subcortical brain regions using a fully-automated whole brain segmentation technique. Volumes of these regions were compared between the groups of patient and control. The results showed significant volume reduction in hippocampus, amygdala, thalamus, cerebellum and brain stem between two groups (p-value ≤0.05). Detection of these abnormalities helps us diagnosis of this disorder and hopefully find the appropriate medication for treatment. Also the results of this study are consistent with several reported volumetric differences associated with schizophrenia.
Keywords :
biomedical MRI; brain; image segmentation; medical disorders; medical image processing; MRI; amygdala; biomarkers; brain stem; cerebellum; clinical symptoms; crucial mental disorder; diagnosis; fully-automated whole brain segmentation technique; hippocampus; magnetic resonance imaging; schizophrenia patients; subcortical brain regions; thalamus; volume reduction; volumetric differences; Biomedical imaging; Hippocampus; Hospitals; Image analysis; Magnetic resonance imaging; Psychiatry; Statistical analysis; Schizophrenia; Structural MRI; Volumetric study; subcortical brain regions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition and Image Analysis (IPRIA), 2015 2nd International Conference on
Conference_Location :
Rasht
Print_ISBN :
978-1-4799-8444-2
Type :
conf
DOI :
10.1109/PRIA.2015.7161649
Filename :
7161649
Link To Document :
بازگشت