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Ji-Jia Bai

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#software testing Open access Oct 2026

Machine learning-based risk prediction for invasive pulmonary aspergillosis in non-neutropenic intensive care unit patients, with an exploratory analysis of pathogen-related risk factors

The externally validated six-variable score offers a practical, software-free tool to support pathogen-informed, individualized risk stratification and clinical decision-making in the ICU, and challenges the conventional assumption of a uniform steroid-associated risk.

Ji-Jia Bai, Tao Feng, Bo-Fei Liu et al. · 0 citations
Open access Aug 2026

Development of interpretable machine learning models for early diagnosis of sepsis-associated acute kidney injury

Sepsis-associated acute kidney injury (S-AKI) is associated with high mortality in critically ill ICU patients, and early diagnosis enables timely targeted intervention. This retrospective dual-center study included 687 septic ICU patients for model development and 125 independent cases for external validation. Follo...

Xiaoya Zhang, Zhen-Qi Zhang, Ji-Lin Yang et al. · 0 citations

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