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Ze-Ming He

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Review Open access Aug 2026

Artificial Intelligence–Enabled Quality Control in Diagnostic Imaging: Evidence, Evaluation Requirements, and Human-Supervised Governance

Objective: To review AI-enabled quality control (QC) across diagnostic imaging modalities, distinguish algorithmic performance from transportability and clinical effectiveness, and propose an evaluation and governance framework for human-supervised QC agents. Methods: PubMed was searched in a targeted structured manner...

Ze-Ming He, Tian-Yun Zhu, Xuan Luo et al. · 0 citations

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