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Brain Tumour Diagnosis from MRI Images Using Segmentation and Classification Using Artificial Neural Network

International Journal of Research in Signal Processing, Computing & Communication System Design

Volume 4 Issue 2

Published: 2018
Author(s) Name: Dnyaneshwari D. Patil and Ramesh R. Manza | Author(s) Affiliation: MGMs Institute of Biosciences and Biotechnology, Aurangabad, Maharashtra, India.
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Abstract

Brain tumour detection using image segmentation technique like threshold segmentation and with the help of artificial neural network like k-means clustering algorithm. First we have extracted features which are important for the diagnosis of Brain tumour through median filter. After that we have calculated statistical features for the diagnosis of Brain tumour like area, length and thickness of tumour.

Keywords: Brain tumour, Classification, Magnetic Resonance Imaging (MRI), Segmentation.

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