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Author

Xin Zhang

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Open access Aug 2026

Identification and clinical evaluation of diagnostic biomarkers for ischemic cardiomyopathy based on machine learning and transcriptomics

Clinical ELISA experiments provided preliminary protein-level evidence that the serum protein levels of SEPP1, CILP, and FRZB were significantly elevated in ICM patients compared to controls, which is consistent with the bioinformatic predictions.

Xin Zhang, Shao-Hua Cao, Wang-Wang Duan et al. · 0 citations
Open access Aug 2026

Early risk stratification of postoperative pneumonia after brain tumor surgery using routine perioperative variables: development and prospective multicenter validation of an interpretable prediction model

This interpretable 11-variable model enables early POP risk stratification after brain tumor surgery and may support timely preventive intervention in neurosurgical care.

Hong-Liang Mao, Feng-Chun Mu, Xin-Yu Wang et al. · 0 citations

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