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Author

Haibo Qu

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Open access Jul 2026

Interpretable multimodal deep learning for time-resolved survival prediction after hepatocellular carcinoma resection.

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. · 0 citations
Open access Jul 2026

Prediction of axillary lymph node metastasis using a transformer model and multi-omics validation in breast cancer.

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. · 0 citations
Open access Jun 2026

ASTAR: Automated Induction of Standardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

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. · 0 citations

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