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We present Spectral GUI, a multiplatform breast MR image analysis tooldesigned to facilitate the segmentation of fibro glandular tissues and lesionsin T1 weighted breast MR images via a graphical user interface (GUI). SpectralGUIR uses spectrum loft method [1] for breast MR image segmentation. Not onlyis it interactive, but robust and expeditious at the same time. Being devoid ofany machine learning algorithm, it shows exceptionally high execution speedwith minimal overheads. The accuracy of the results has been simultaneouslymeasured using performance metrics and expert entailment. The validity andapplicability of the tool are discussed in the paper along with a crispcontrast with traditional machine learning principles, establishing theunequivocal foundation of it as a competent tool in the field of imageanalysis.

Spectral GUI for Automated Tissue and Lesion Segmentation of T1 Weighted Breast MR Images