{"title":"It is time for some deep learning: a statistical commentary on machine learning for clinical prediction models using imbalanced datasets.","authors":"David Stonko, Molly P Jarman, James P Byrne","doi":"10.1136/tsaco-2024-001567","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":23307,"journal":{"name":"Trauma Surgery & Acute Care Open","volume":"9 1","pages":"e001567"},"PeriodicalIF":2.1000,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11261665/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Trauma Surgery & Acute Care Open","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1136/tsaco-2024-001567","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"CRITICAL CARE MEDICINE","Score":null,"Total":0}