ACS NSQIP基准风险评估中机器学习的方法学考虑。

{"title":"ACS NSQIP基准风险评估中机器学习的方法学考虑。","authors":"Rachel L Wolansky, Tyler Zander, Melissa A Kendall, Paul C Kuo","doi":"10.1097/XCS.0000000000001431","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":17140,"journal":{"name":"Journal of the American College of Surgeons","volume":" ","pages":""},"PeriodicalIF":3.8000,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Methodological Considerations for Machine Learning in ACS NSQIP Benchmarking Risk Assessments.\",\"authors\":\"Rachel L Wolansky, Tyler Zander, Melissa A Kendall, Paul C Kuo\",\"doi\":\"10.1097/XCS.0000000000001431\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":17140,\"journal\":{\"name\":\"Journal of the American College of Surgeons\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2025-05-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of the American College of Surgeons\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1097/XCS.0000000000001431\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"SURGERY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the American College of Surgeons","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/XCS.0000000000001431","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SURGERY","Score":null,"Total":0}