Development and validation of models for detection of postoperative infections using structured electronic health records data and machine learning-Reference-Cited by-同舟云学术

Development and validation of models for detection of postoperative infections using structured electronic health records data and machine learning

Published:2023-02 Issue:2 Volume:173 Page:464-471
ISSN:0039-6060
Container-title:Surgery
language:en
Short-container-title:Surgery

Author:

Colborn Kathryn L.^ORCID,Zhuang Yaxu,Dyas Adam R.^ORCID,Henderson William G.,Madsen Helen J.,Bronsert Michael R.,Matheny Michael E.,Lambert-Kerzner Anne,Myers Quintin W.O.^ORCID,Meguid Robert A.^ORCID

Funder

Agency for Healthcare Research and Quality

Publisher

Elsevier BV

Subject

Surgery

Reference44 articles.

1. Healthcare associated infections (HAI) perspectives;Al-Tawfiq;J Infect Public Health,2014

2. Surgical site infection: incidence and impact on hospital utilization and treatment costs;de Lissovoy;Am J Infect Control,2009

3. Health care-associated infections: a meta-analysis of costs and financial impact on the US health care system;Zimlichman;JAMA Intern Med,2013

4. Staffing and structure of infection prevention and control programs;Stone;Am J Infect Control,2009

5. Relationships between predischarge and postdischarge infectious complications, length of stay, and unplanned readmissions in the;Aasen;ACS NSQIP database. Surgery,2021

Cited by 13 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Automated Identification of Postoperative Infections to Allow Prediction and Surveillance Based on Electronic Health Record Data: Scoping Review;JMIR Medical Informatics;2024-09-10

2. The association between participation in the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) and postoperative outcomes: A comprehensive analysis of 7,474,298 patients;Surgery;2024-09

3. Artificial intelligence and machine learning applications in urinary tract infections identification and prediction: a systematic review and meta-analysis;World Journal of Urology;2024-08-01

4. An explainable long short-term memory network for surgical site infection identification;Surgery;2024-07

5. Using risk-adjusted cumulative sum to evaluate surgeon, divisional, and institutional outcomes—a feasibility study;Surgery;2024-06