Improving lesion detection in mammograms by leveraging a Cycle-GAN-based lesion remover

Abstract Background The wide heterogeneity in the appearance of breast lesions and normal breast structures can confuse computerized detection algorithms. Our purpose was therefore to develop a Lesion Highlighter (LH) that can improve the performance of computer-aided detection algorithms for detect...

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Bibliographic Details
Main Authors: Juhun Lee, Robert M. Nishikawa
Format: Article
Language:English
Published: BMC 2024-02-01
Series:Breast Cancer Research
Subjects:
Online Access:https://doi.org/10.1186/s13058-024-01777-x