کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6891238 1445227 2018 26 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A computer-aided diagnosis system for breast ultrasound based on weighted BI-RADS classes
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
A computer-aided diagnosis system for breast ultrasound based on weighted BI-RADS classes
چکیده انگلیسی
The division of the classification problem into three classes reduces the imbalance between benign and malignant classes; thus, the sensitivity is increased without degrading the specificity. Therefore, the CAD based on weighted BI-RADS classes improves the classification performance of the conventional CAD systems. Additionally, the proposed approach has the advantage of being capable of providing a multiclass outcome related to radiologists' recommendations.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Methods and Programs in Biomedicine - Volume 153, January 2018, Pages 33-40
نویسندگان
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