A Robust Quality Improvement Framework of Breast Ultrasound Images for Detection of Tumours

In this paper, we investigate breast ultrasound images (BUSI) performing (CAD) Computer Aided Diagnosis of cancer, thereby predicting the stage malignant tumor in through effective speckle filtering, contrast enhancement, feature extraction and fusion. This model trains BUSI dataset by Convolutional neural network (CNN) using NPR tool.