BI-RADS Breast Tumor Classification Through Image Mining
Keyword(s):
In this article, a computer aided diagnostic system for BI-RADS classification of breast cancer is proposed. The approach involves image processing capabilities to extract features from tumors in mammography and image mining to classify them as BI-RADS 2, BI-RADS 3, BI-RADS 4C or BI-RADS 5. Images from the BCDR repository were used for the experiments. The results showed the efficacy of the proposed method, which classified tumors with considerable accuracy in four BI-RADS categories.
2009 ◽
Vol 56
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pp. 880-884
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2009 ◽
Vol 3
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pp. 81-93
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2019 ◽
Vol 14
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pp. 623-633
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2010 ◽
Vol 36
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pp. 814-820
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2018 ◽
Vol 2
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pp. 14-18
2018 ◽
Vol 65
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pp. 1935-1942
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