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Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images

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Accurate segmentation of breast ultrasound (BUS) images is crucial for early diagnosis and treatment of breast cancer. Further, the task of segmenting lesions in BUS images continues to pose significant challenges due to the limitations of convolutional neural... ...