HMA-Net: a hybrid mixer framework with multihead attention for breast ultrasound image segmentation

IntroductionBreast cancer is a severe illness predominantly affecting women, and in most cases, it leads to loss of life if left undetected. Early detection can significantly reduce the mortality rate associated with breast cancer. Ultrasound imaging has been widely used for effectively detecting th...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Frontiers in Artificial Intelligence
المؤلفون الرئيسيون:	Soumya Sara Koshy, L. Jani Anbarasi
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	Frontiers Media S.A. 2025-06-01
الموضوعات:	breast cancer deep learning ultrasound images segmentation ConvNeXt ConvMixer
الوصول للمادة أونلاين:	https://www.frontiersin.org/articles/10.3389/frai.2025.1572433/full

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