Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6891238 | Computer Methods and Programs in Biomedicine | 2018 | 26 Pages |
Abstract
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.
Related Topics
Physical Sciences and Engineering
Computer Science
Computer Science (General)
Authors
Arturo RodrÃguez-Cristerna, Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira,