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Cheng-Qun Yu

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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

Background Explainable artificial intelligence (XAI) is now used across medical ultrasound, yet it remains unclear whether the field has moved beyond producing explanation displays. This review examined whether the recent expansion of ultrasound XAI has been matched by explanation-specific evaluation and clinically rel...

Zhen-Yu Shi, Zhen Hu, Chu-Jun Wang et al. · 0 citations
Preprint Aug 2026

Auditable AI-Assisted Research Writing: An Engineering Discipline with Pre-Registered Process Observation

An auditability discipline built at production time is specified: git sealing with an anchor lineage, hash-bound provenance, red-line gates that refuse non-compliant artifacts and log every refusal, cross-model role separation, and programmatic assembly from registered sources.

Yangshuo Zhou, Cheng-Qun Yu · 0 citations

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