Book chapter · IGI Global eBooks · July 1, 2022

An Intelligent-Based Wavelet Classifier for Accurate Prediction of Breast Cancer

Anandakumar Haldorai, Arulmurugan Ramu

Abstract

The detection of cancer in the breast is done using mammograms (x-ray images). The authors propose a CAD framework for distinguishing little changes in mammogram which may demonstrate malignancies which are too little to be felt either by the lady herself or by a radiologist. In this chapter, they build up a framework for analysis, visualization, and prediction of cancer in breast tissue by utilizing Intelligent based wavelet classifier. Intelligent-based wavelet classifier is a new approach constructed using texture value and wavelet neural network. The proposed framework is applied to the genuine clinical database of 160 mammograms gathered from mammogram screening focuses. The execution of the CAD framework is examined utilizing ROC curve. This will help the specialists in determination of the breast tissues either cancerous or noncancerous in an accurate way.

AI in cancer detectionImage Retrieval and Classification TechniquesRadiomics and Machine Learning in Medical Imagingbreast cancercomputer-aided diagnosismammography

An Intelligent-Based Wavelet Classifier for Accurate Prediction of Breast Cancer

Abstract

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