Diagnosis of schizophrenic brain MRI images using Level- Set Evolution

Kowsalya N, Lavanya S, Sri Madhava Raja N, S. Padmapriya
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引用次数: 1

Abstract

Due to various reasons, most of the humans are suffering due to several brain disorders. If the brain illness is identified in the pre-mature level, it is possible to suggest treatment process to cure/control the disease/disorders. One of such disease is schizophrenia. It is a brain disorder which can affect the regular behaviour of a person. The symptoms of schizophrenia are problems with thought process, decision making and emotional instability. Signal (EEG) and images based techniques are used to identify the schizophrenia. The proposed work aims to detect schizophrenia using brain MRI images. The work executes a series of image processing techniques including pre-processing, segmentation and performance validation. The experimental results implies that, proposed method provides improved results on the MRI images.
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水平集进化诊断精神分裂症脑MRI图像
由于各种原因,大多数人类都患有几种脑部疾病。如果大脑疾病在早熟阶段被发现,就有可能建议治疗过程来治愈/控制疾病/障碍。精神分裂症就是其中一种。这是一种大脑紊乱,会影响一个人的正常行为。精神分裂症的症状是思维过程、决策和情绪不稳定方面的问题。信号(脑电图)和基于图像的技术被用来识别精神分裂症。这项工作的目的是利用大脑核磁共振成像来检测精神分裂症。该工作执行了一系列的图像处理技术,包括预处理,分割和性能验证。实验结果表明,该方法对MRI图像有较好的处理效果。
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