Enhanced nuclear information fusion and visual transformer for pathological breast cancer image classification

Abstract Breast cancer poses a significant threat to women’s health. Early diagnosis using pathological images is crucial for effective treatment planning. However, the low resolution of pathological images poses significant challenges for the extraction of valid information, while their high comple...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Scientific Reports
المؤلفون الرئيسيون: Qinyi Zhang, Honglei Gao, Wenhao Li, Zhipeng Xu, Ting Ouyang, Zongyun Gu
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Nature Portfolio 2025-06-01
الموضوعات:
Pathological breast cancer image
Classification
Segmentation
Enhanced nuclear information fusion
Visual transformer
الوصول للمادة أونلاين:https://doi.org/10.1038/s41598-025-04344-2

الانترنت

https://doi.org/10.1038/s41598-025-04344-2

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