Leveraging laboratory biomarkers to predict urosepsis after upper urinary tract stone surgery: an explainable machine learning approach
Year: 2025
Type: article
Language: en
Topic: Urinary Tract Infections Management
Authors and affiliations:
raw_author_name: Zuheng Wang
raw_affiliation_strings: Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, 530021, Guangxi, China
Department of Urology, the First Affiliated Hospital of Guangxi Medical University, Guangxi Medical University, Nanning, 530021, Guangxi, China
raw_author_name: Xiao Li
raw_affiliation_strings: Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, 530021, Guangxi, China
School of Life Sciences, Guangxi Medical University, Nanning, 530021, Guangxi, China
raw_author_name: Qin Li
raw_affiliation_strings: Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Guangxi Medical University, Nanning, 530021, Guangxi, China
raw_author_name: Rongbin Zhou
raw_affiliation_strings: Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, 530021, Guangxi, China
Department of Urology, the First Affiliated Hospital of Guangxi Medical University, Guangxi Medical University, Nanning, 530021, Guangxi, China
raw_author_name: Dongwei Pan
raw_affiliation_strings: Department of Urology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
raw_author_name: Zequn Su
raw_affiliation_strings: Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, 530021, Guangxi, China
Department of Urology, the First Affiliated Hospital of Guangxi Medical University, Guangxi Medical University, Nanning, 530021, Guangxi, China
raw_author_name: Cunmeng Wei
raw_affiliation_strings: Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, 530021, Guangxi, China. weichunmeng@stu.gxmu.edu.cn
Department of Urology, the First Affiliated Hospital of Guangxi Medical University, Guangxi Medical University, Nanning, 530021, Guangxi, China. weichunmeng@stu.gxmu.edu.cn
Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, 530021, Guangxi, China
Department of Urology, the First Affiliated Hospital of Guangxi Medical University, Guangxi Medical University, Nanning, 530021, Guangxi, China
raw_author_name: Wenhao Lu
raw_affiliation_strings: Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, 530021, Guangxi, China. lwh950316@126.com
Department of Urology, Guangxi Hospital Division of the First Affiliated Hospital, Sun Yat-Sen University, Nanning, 530022, Guangxi, China. lwh950316@126.com
Department of Urology, the First Affiliated Hospital of Guangxi Medical University, Guangxi Medical University, Nanning, 530021, Guangxi, China. lwh950316@126.com
Department of Urology, Guangxi Hospital Division of the First Affiliated Hospital, Sun Yat-Sen University, Nanning, 530022, Guangxi, China
raw_author_name: Fubo Wang
raw_affiliation_strings: Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, 530021, Guangxi, China. wangfubo@gxmu.edu.cn
Department of Urology, the First Affiliated Hospital of Guangxi Medical University, Guangxi Medical University, Nanning, 530021, Guangxi, China. wangfubo@gxmu.edu.cn
School of Public Health, Guangxi Medical University, Nanning, 530021, Guangxi, China. wangfubo@gxmu.edu.cn
Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, University Engineering Research Center of Digital Medicine and Healthcare, Guangxi Medical University, Nanning, 530021, Guangxi, China
Department of Urology, the First Affiliated Hospital of Guangxi Medical University, Guangxi Medical University, Nanning, 530021, Guangxi, China