YOLO-LOGO: A transformer-based YOLO segmentation model for breast mass detection and segmentation in digital mammograms

Published: 01 Jan 2022, Last Modified: 14 Nov 2024Comput. Methods Programs Biomed. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Mass detection and segmentation in digital mammograms play a crucial role in early breast cancer detection and treatment.•A double shot model for mass detection and segmentation simultaneously is proposed to use a combination of YOLO and LOGO architectures.•The proposed model has a higher efficiency, reduces computational requirements, and improves the versatility and accuracy of computer-aided breast cancer diagnosis.
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