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Jul 2026
TEMPO-HCC represents a paradigm shift from static binary classification toward clinically actionable temporal risk prediction, and provides an auditable evidence chain linking macro-scale radiologic phenotypes to micro-scale histopathologic patterns.
Fan Li, Huancheng Yang, Rui-Shan Liu et al.
· npj Digital Medicine · 0 citations
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Open access
Jul 2026
It is suggested that the stacking model holds promise as a noninvasive decision-support tool that may complement, rather than replace, current clinical staging practices, however, integration into clinical workflows requires prospective validation.
Xiaodong Liu, Fan Li, Ye Xiang et al.
· npj Precision Oncology · 0 citations
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Open access
Jun 2026
This work demonstrates that, in this reporting scenario, the ASTAR-induced template surpasses two expert-curated templates across template coverage, information fidelity, diagnostic fidelity, and expert-rated usability, reducing template development from weeks of committee deliberation to hours of automated processing.
Xin-Feng Zhang, Ming-Xuan Liu, Yi-Fei Chen et al.
· medRxiv · 0 citations
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