Development and external validation of a machine learning-based predictive model for acute kidney injury in hospitalized children with idiopathic nephrotic syndrome.
Xuejun Yang, De Zhang, Yan Li, Anshuo Wang, Zongwen Chen, Li Wang, Li Xiao, Sijie Yu, Hongxing Chen, Fanghong Zhang, Mo Wang, Shaojun Li, Haiping Yang, Qiu Li
{"title":"Development and external validation of a machine learning-based predictive model for acute kidney injury in hospitalized children with idiopathic nephrotic syndrome.","authors":"Xuejun Yang, De Zhang, Yan Li, Anshuo Wang, Zongwen Chen, Li Wang, Li Xiao, Sijie Yu, Hongxing Chen, Fanghong Zhang, Mo Wang, Shaojun Li, Haiping Yang, Qiu Li","doi":"10.1186/s12911-025-03203-4","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":9340,"journal":{"name":"BMC Medical Informatics and Decision Making","volume":"25 1","pages":"364"},"PeriodicalIF":3.8000,"publicationDate":"2025-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12505573/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Medical Informatics and Decision Making","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12911-025-03203-4","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MEDICAL INFORMATICS","Score":null,"Total":0}
期刊介绍:
BMC Medical Informatics and Decision Making is an open access journal publishing original peer-reviewed research articles in relation to the design, development, implementation, use, and evaluation of health information technologies and decision-making for human health.