Author

Yixin Zhang

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Open access Sep 2026

Machine learning-based early prediction of severe pneumonia risk in hospitalized leukemia patients: a dual-center retrospective cohort study

Severe pneumonia is a major infectious complication in patients with leukemia and may rapidly progress to respiratory failure or septic shock. Disease- and treatment-related immunosuppression increases susceptibility, yet population-specific early risk-stratification tools are limited. To develop and externa...

Jian Huang, Qin-Liang Wu, Yi-Xin Zhang et al. · Frontiers in Cell and Develo... · 0 citations

Open access Jul 2026

Genetic architecture of lung cancer revealed by common and rare variant analyses across population-scale biobanks.

Genome-wide association studies have predominantly implicated common variants in lung cancer susceptibility, whereas the contribution of rare non-coding variation remains incompletely defined. This study comprised 52,550 cases and 1,617,173 controls across three whole-genome sequencing (WGS) cohorts (UK Biobank, the 10...

Jingyi Zhao, Lei Qiao, Yixin Zhang et al. · npj Precision Oncology · 0 citations