Author

Xuan Luo

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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. · Journal of Artificial Intell... · 0 citations

#artificial intelligence Preprint Sep 2026

Bioinfoysis Technical Report

A multi-agent harness that represents each request as a persistent, artifact-grounded analysis run, and demonstrates that reliable bioinformatics automation depends not only on model capability, but also on the harness that governs planning, execution, memory, and evidence flow.

Qi Shao, Xin Zhang, Zhou-Yang Yuan et al. · 0 citations