基于MRI的脑肿瘤检测图像分析

Sidra Akbar, S. Nasim, Sarwar Wasi, Syed Muhammad Ussama Zafar
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引用次数: 8

摘要

脑肿瘤是一种不规则的组织团块,在颅骨内扩张/增大,攻击和伤害神经和其他听觉组织。神经元的增殖/扩张会导致不良的细胞进展。脑肿瘤是一项检测任务,因为症状出现在肿瘤的进展阶段。为了提供脑部肿瘤定位的准确性,MRI(磁共振成像)是广泛首选的成像方式。在不影响正常组织的情况下更好地显示肿瘤是一个非常困难的过程。本文提出了一种利用图像处理技术进行肿瘤检测的解决方案,包括图像采集、预处理、增强、图像分割、分类和体积计算。该分割图像进一步用于早期脑肿瘤的评估。
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Image Analysis for MRI Based Brain Tumor Detection
Brain tumor is an irregular mass of tissue with inept expansion/enlargement inside the skull that attack and harm nerves and other sound tissues. The multiplication/ expansion of neurons can cause undesirable cell advancement. Brain Tumor is a testing errand as symptoms show up in the progressive phases of tumor. To provide accuracy in cerebrum tumor location MRI (Magnetic Resonance Image) is widely preferred imaging modality. To give better revelation of tumor without affecting a normal tissue is extremely difficult process. This research paper provided a solution to detect tumor using image processing technique, that include the image acquisition, preprocessing, enhancement, image segmentation, classification and volume calculation. This segmented image is further utilized for the evaluation of brain tumor in early stage.
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