Detection of Schizophrenia in brain MR images based on segmented ventricle region and deep belief networks

Schizophrenia (SZ) is a brain disorder that affects manifold cognitive domains which include language, memory, attention and executive functions. Magnetic resonance imaging is used to capture structural abnormalities in brain regions. Many studies have indicated brain region volume changes in Schizo...

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Veröffentlicht in:	Neural computing & applications 2019-09, Vol.31 (9), p.5195-5206
Hauptverfasser:	Latha, Manohar, Kavitha, Ganesan
Format:	Artikel
Sprache:	eng
Schlagworte:	Abnormalities Algorithms Artificial Intelligence Belief networks Brain Computational Biology/Bioinformatics Computational Science and Engineering Computer Science Data Mining and Knowledge Discovery Image classification Image detection Image Processing and Computer Vision Machine learning Magnetic resonance imaging Medical imaging Optimization Original Article Probability and Statistics in Computer Science Schizophrenia Sensitivity analysis
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