Author

Lei Ma

2 papers indexed here

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Open access Oct 2026

Comparison of feasibility, inter-instrument agreement, and prognostic value of four frailty assessment instruments in geriatric colorectal cancer patients: a 3-year multicenter prospective cohort study

Although multiple instruments exist to assess frailty, it remains unclear whether the association between frailty and clinical outcomes in older colorectal cancer (CRC) patients varies by the assessment tool used. Accordingly, the aim of this study was to compare the feasibility and clinical utility of four common...

Lei Ma, F. Shi, Chen-Hao Hu et al. · Frontiers in Oncology · 0 citations

Open access Aug 2026

Development and validation of an interpretable machine learning model for predicting multidrug-resistant infections in ICU patients

An interpretable RF model for early prediction of MDR infections in ICU patients is developed and validated and translated into a web-based calculator with SHAP explanations, enabling rapid bedside risk stratification to support timely antimicrobial stewardship and resource allocation.

Yimeng Yang, J. Lv, Junbin Tian et al. · Frontiers in Cellular and In... · 0 citations