Author

Shu-Yuan Huang

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Review Open access 2026

Foundation models in Earth system science: advances, challenges, and future paths

The convergence of massive Earth observation datasets and emerging foundation models offers an opportunity to address the complex challenges in Earth System Science (ESS). However, the direct application of foundation models to ESS is often hindered by domain gaps, characterized by the need for physical consistency, th...

Fen-Zhen Su, Yin-Xia Cao, Xin Li et al. · The Innovation Reviews · 0 citations

Open access Sep 2026

Pretreatment CT radiomics for prediction of pathological complete response after neoadjuvant chemoimmunotherapy in NSCLC: a multicenter study incorporating habitat analysis

Background Pathological complete response (pCR) after neoadjuvant chemoimmunotherapy (NACI) varies among patients with non-small cell lung cancer (NSCLC). This study aimed to quantify intratumoral heterogeneity using habitat analysis and to develop a pretreatment model for predicting pCR. Methods In this retrospective...

Sun-Yi Zheng, Shu-Yuan Huang, Jia-Hui Zhang et al. · Frontiers in Immunology · 0 citations