Computer-Aided Brain Tumor Diagnosis: Performance Evaluation of Deep Learner CNN Using Augmented Brain MRI
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چکیده
منابع مشابه
Brain Tumor Segmentation using CNN and DNN in MRI Images
Brain tumor extraction and its analysis are challenging tasks in Medical image processing because brain image is complicated. Segmentation plays a very important role in the medical image processing .Image segmentation is used to take out the suspicious parts from MRI. In that way MRI (magnetic resonance imaging) has become a useful medical diagnostic tool for the diagnosis of brain. In this pr...
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Cells grow and then need a very neat method to create new cells that work properly to maintain the health of the body. When the ability to control the growth of the cells is lost, they are unconsidered and often divided without order. Exemplified cells form a tissue mass called the tumor. In fact, brain tumors are abnormal and uncontrolled cell proliferations. Segmentation methods are used in b...
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http://dx.doi.org/10.1016/j.eswa.2014.01.021 0957-4174/ 2014 Elsevier Ltd. All rights reserved. ⇑ Corresponding author at: Faculty of Science, Ain Shams University, Postal code 11566 Cairo, Egypt. Tel.: +2
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ژورنال
عنوان ژورنال: International Journal of Biomedical Imaging
سال: 2021
ISSN: 1687-4196,1687-4188
DOI: 10.1155/2021/5513500