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Fiona J. Gilbert

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Open access Jul 2026

MammoDG: Generalisable Deep Learning Advances Cross-Domain Multi-Center Breast Cancer Screening

MammoDG, a novel deep-learning framework for generalisable, robust, and reliable analysis of cross-domain multi-center mammography data, is devises, highlighting the critical importance of domain generalisation for trustworthy mammography analysis in the presence of imaging protocol variations.

Yi-Jun Yang, Shu-Jun Wang, Lihao Liu et al. · 0 citations

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