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Review Open access Aug 2026

Explainable artificial intelligence in medical ultrasound: a WoSCC-based bibliometric analysis, evidence map, and Scopus concordance assessment

Ultrasound XAI has expanded rapidly but growth in the literature has not been matched by comparable maturity in reported explanation evaluation or clinically relevant validation, and whether the leading bibliometric patterns are consistent across databases.

Zhen-Yu Shi, Zhen Hu, Chu-Jun Wang et al. · 0 citations
Open access Jan 2026

Comparative analysis of female breast cancer burden in China along the global sociodemographic gradient: risk attribution, decomposition, and age-period-cohort evidence from GBD 2021

Highlights • Incidence rose slightly, while mortality declined markedly in China.• China had lower 2021 incidence and mortality than all SDI regions.• High BMI and fasting glucose reflected a growing metabolic risk shift.• Four-effect decomposition showed ageing and growth drove attributable deaths.• APC analysis showe...

Yi-Xin Si, Jia-Lin Liu, Liu-Long Xu et al. · 0 citations

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