Author

Tian-Yi Xia

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Open access Sep 2026

Deep learning CT signature for predicting early liver metastases in pancreatic ductal adenocarcinoma

Accurately predicting the risk of early liver metastases (ELM) and identifying patients who are most likely to benefit from neoadjuvant therapy (NAT) are critical for pancreatic ductal adenocarcinoma (PDAC). Here, we develop a Mamba-based predictive model that integrates imaging features from both the primary pancreati...

Ben Zhao, Zhi-Fang Gong, W. Xiao et al. · Nature Communications · 0 citations

Sep 2026

Cardiovascular-kidney-metabolic syndrome and the risk of liver-related and cardiovascular events across the steatotic liver disease spectrum.

A higher CKM stage is associated with an increased long-term risk of MACEs and LREs across the SLD spectrum, and obesity and hypertension are the primary contributors to both outcomes, and diabetes additionally contributes to LREs.

Qiong-Yue Fan, Li-You Lian, Tian-Yi Xia et al. · i Medicina · 0 citations

Jul 2026

Trajectory of liver-related events following incident cardiovascular disease in MASLD: A 15-year population-based cohort study.

Individuals with MASLD who experience a CVD event have a higher subsequent risk of long-term LREs, and the value of targeted liver monitoring for high-risk individuals after CVD and integrated heart-liver co-management is underscored.

Li-You Lian, Qin-Fen Chen, Tianyi Xia et al. · Metabolism: Clinical and Exp... · 0 citations