Brain Tumor identification by Convolution Neural Network with Fuzzy C-mean Model Using MR Brain Images
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Date
2020-12-29
Journal Title
Journal ISSN
Volume Title
Publisher
North Atlantic University Union
Abstract
Medical image computing techniques are
essential in helping the doctors to support their decision in
the diagnosis of the patients. Due to the complexity of the
brain structure, we choose to use MR brain images
because of their quality and the highest resolution. The
objective of this article is to detect brain tumor using
convolution neural network with fuzzy c-means model, the
advantage of the proposed model is the ability to achieve
excellent performance using accuracy, sensitivity,
specificity, overall dice and recall values better than the
previous models that are already published. In addition,
the novel model can identify the brain tumor, using
different types of MR images. The proposed model
obtained accuracy with 98%.
Description
Keywords
MRI, CNN, FCM, Tumor Detection, accuracy, sensitivity, dice