Computer-aided diagnosis for 2D, 3D, and whole breast ultrasound (医用画像)
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概要
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The ACR BI-RADS standardizes the descriptions and the assessment of clinical findings. Our CAD system has been constructed by the binary logistic regression model using the computerized BI-RADS features. A computer-aided classification (CAC) system for breast ultrasound is also introduced to grade the lesions into BI-RADS Category 3-5. The 3D CAD techniques including 3D texture analysis, spiculation detection, microcalcification identification, and vessel analysis are presented in this talk. Recently, several companies have developed new whole breast ultrasound screening machines. We have developed a computer-aided detection system for these fully automatic screening systems for whole breast with no human intervention.
- 社団法人電子情報通信学会の論文
- 2008-01-18
著者
関連論文
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- Computer-aided diagnosis for 2D, 3D, and whole breast ultrasound (医用画像)
- Computer-aided Diagnosis for 2D, 3D, and Whole Breast Ultrasound(International Forum on Medical Imaging in Asia 2009 (IFMIA 2009))