Fuzzy logic based classification (FLBC) method for automated identification of nodules in radiological images

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United States of America Patent

PATENT NO 6654728
SERIAL NO

09625418

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Abstract

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A fuzzy logic based classification (FLBC) method for the automated discrimination of objects and the automated identification of nodules based on their features, a computer programmed to implement the method, and a storage medium which stores a program for implementing the method, wherein nodule (or, object) features are first normalized and then automatically selected. Based on the selected features, suspect nodules (or, objects) are pre-grouped and then subjected to the corresponding trained linear classifier to remove those false positive nodules or abnormal objects that are linearly separable. Finally, the remaining suspect nodules or objects are further subjected to a trained fuzzy classifier for removing those false positive nodules or abnormal objects that are not linearly separable.

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Patent Owner(s)

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CETUS CORP6450 SAND LAKE ROAD SUITE 200 DAYTON OH 45414-2645

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Li, Ruiping Rockville, MD 48 546
Lin, Jyh-Shyan North Potomac, MD 15 426
Lure, Yuan-Ming Fleming Potomac, MD 13 311
Xu, Xin-Wei Gaithersburg, MD 18 596
Yeh, Hwa-Young Michael Potomac, MD 4 200

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