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Author

Yuning Guo

2 papers indexed here

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Open access Sep 2026

Interpretable hybrid deep learning features of pectoralis on low-dose chest CT for detecting type 2 diabetes

Objective To develop an explainable hybrid deep learning features framework using low-dose chest CT (LDCT)-derived pectoralis features for opportunistic type 2 diabetes mellitus (T2DM) opportunistic screening, evaluating its incremental value over conventional biomarkers. Methods This multi-center study analyzed LDCT i...

Yu-Ning Guo, Song Wang, Jia-Xun Lai et al. · 0 citations
Review Open access Jul 2026

Integrated Geospatial Machine Learning Frameworks for Forest Fire Risk Prediction: A Data-Driven Approach Using Random Forest and Non-Linear Feature Transformation in Anhui Province

Forest fire susceptibility mapping is an important component of disaster risk reduction, particularly in transitional climatic zones such as Anhui Province, China. Traditional approaches often rely on expert weighting (AHP) or linear assumptions, which may be insufficient for capturing the complex, non-linear interacti...

Jiaqing Zhang, Hanlin Zhou, Binbin Zhang et al. · 0 citations

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