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Detection and Segmentation of Breast Tumor from MRI Images Using Image Processing Techniques | IEEE Conference Publication | IEEE Xplore

Detection and Segmentation of Breast Tumor from MRI Images Using Image Processing Techniques


Abstract:

In medical image processing, segmentation plays an important role in the identification of breast tumors and has recently been performed with AI. But the same result can ...Show More

Abstract:

In medical image processing, segmentation plays an important role in the identification of breast tumors and has recently been performed with AI. But the same result can be achieved using different image processing tools in combined and successively. This proposed work advances an image processing based automated identification of breast tumors from MRI images. In the proposed method otsu’s thresholding segmentation is used with different image processing steps to identify the desired regions of interests’ from the MRI images. Results obtained in this research study prove that the accuracy rate has been increased compared to other existing approaches and human intervention is not necessary which means no calibration of processing parameters is essential.
Date of Conference: 11-13 March 2020
Date Added to IEEE Xplore: 23 April 2020
ISBN Information:
Conference Location: Erode, India

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