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    Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability by Yang Tan, Bingxin Zhou, Lirong Zheng, Guisheng Fan, Liang Hong

    Published 2025-05-01
    “…This study not only proposes an effective framework for more accurate and comprehensive predictions to facilitate efficient protein engineering, but also enhances the in silico assessment system for future deep learning models to better align with empirical requirements. …”
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    Correlation between intestinal CRE colonization and consequent systemic infection in hospitalized patients in China by Yuanyuan Xiao, Juping Duan, Caixia Tan, Ju Zou, Siyao Chen, Ting Liu, Lina Zhang, Xin Chen, Yajing Xu, Yuanyuan Li, Anhua Wu, Chunhui Li

    Published 2024-10-01
    “…Our prediction model is freely available online at https://creinfection.shinyapps.io/dynnomapp/ . 839 intestinal CRE colonization samples from inpatients were included. 317 cases of intestinal CRE colonization were enrolled, 25.9% of whom developed systemic infections. …”
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    Development and external validation of machine learning models for the early prediction of malnutrition in critically ill patients: a prospective observational study by Yi Liu, Yehua Xu, Lixia Guo, Zhongbin Chen, Xueqin Xia, Feng Chen, Li Tang, Hua Jiang, Caixia Xie

    Published 2025-07-01
    “…This study aimed to develop and externally validate machine learning models for predicting malnutrition within 24 h of intensive care unit (ICU) admission, culminating in a web-based malnutrition prediction tool for clinical decision support. …”
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