SD-CNN: A shallow-deep CNN for improved breast cancer diagnosis
Computerized Medical Imaging and Graphics（2018）
Abstract
•Implement state-of-art deep CNN as a feature generator for CEDM image diagnosis.•A shallow CNN is trained to synthesize CEDM image.•Improve diagnosis performance by combining synthetic CEDM image with FFDM images.
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Key words
Deep learning,Image synthesis,Breast tumor,Digital mammography,CEDM,Classification
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