Author

Xiao-Fang Liu

2 papers indexed here

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Sep 2026

Preoperative CT-based radiomics prediction of tertiary lymphoid structures and prognostic integration with pathological microvascular invasion in resectable hepatocellular carcinoma: a multicenter study.

OBJECTIVES Tertiary lymphoid structures (TLS) reflect the tumor immune microenvironment and may provide prognostic information in hepatocellular carcinoma (HCC), but assessment requires pathology. This study aimed to develop and externally validate a CT radiomics-based machine-learning model for preoperative prediction...

Yong-Ming Tan, Si-Ya Xu, Meng Liu et al. · European Journal of Surgical... · 0 citations

#artificial intelligence Review Sep 2026

An auditable conditional-strategy framework for open-ended decision-making in complex lung cancer

Complex lung cancer decisions can involve several defensible pathways whose eligibility, sequencing and safety depend on unresolved information. Effective support must make explicit how patient conditions govern pathway eligibility, deferral and redirection. MedGPT Clinical Explorer (MCE) organizes alternatives, decisi...

Dao-Yun Wang, Zhi-Cheng Huang, Hua-Yu Sun et al. · 0 citations