Recently, image processing in medical applications has been one of the most inspiring emerging fields. In medical imageprocessing MRI techniques are widely used to detect brain tumours. There is a different strategy to detect and extract the braintumour signal. The process of detecting and extracting the brain tumour signals is based on the MRI scanned images for thecerebrum. This method includes segmentation, morphological operations and some noise removal functions. This hybrid approachincludes Bhattacharyya Coefficient for extraction of features and bounding box methodology for brain tumour classification. Thework is implemented in MATLAB 2016a.
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