Automated fibro-glandular (FG) tissue segmentation in digital mammography using fuzzy logic

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United States of America Patent

PATENT NO 9918686
SERIAL NO

14941954

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Embodiments of the present invention provide automated systems and methods for segmentation of fibro-glandular (FG) tissue in digital mammography. A classifier is trained for breast density without the prior knowledge for FG tissue. The classifier is then used for feature selection, where the selected features are fed into a fuzzy logic module, and an adaptive threshold is obtained. Post-processing is performed on the image in order to reduce regions which may have been misclassified during the FG segmentation.

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Patent Owner(s)

Patent OwnerAddress
INTERNATIONAL BUSINESS MACHINES CORPORATIONNEW ORCHARD ROAD ARMONK NY 10504

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Ben-Ari, Rami Kiryat-Ono, IL 14 123
Zlotnick, Aviad Mitzpeh Netofa, IL 174 2275

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