Comparison of logistic regression with machine learning methods for the prediction of fetal growth abnormalities: a retrospective cohort study
Author:
Funder
Canadian Institutes of Health Research
IWK Health Centre
Publisher
Springer Science and Business Media LLC
Subject
Obstetrics and Gynaecology
Link
http://link.springer.com/content/pdf/10.1186/s12884-018-1971-2.pdf
Reference41 articles.
1. Das UG, Sysyn GD. Abnormal fetal growth: intrauterine growth retardation, small for gestational age, large for gestational age. Pediatr Clin N Am. 2004;51:639–54. viii
2. Dietz PM, Rizzo JH, England LJ, Callaghan WM, Vesco KK, Bruce FC, et al. Health care utilization in the first year of life among small- and large- for-gestational age term infants. Matern Child Health J. 2013;17:1016–24.
3. McCormick MC. The contribution of low birth weight to infant mortality and childhood morbidity. N Engl J Med. 1985;312:82–90.
4. Stotland NE, Caughey AB, Breed EM, Escobar GJ. Risk factors and obstetric complications associated with macrosomia. Int J Gynaecol Obstet. 2004;87:220–6.
5. Breiman L. Random forests. Mach Learn. 2001;45:5–32.
Cited by 93 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. Machine learning predictive modeling for condemnation risk assessment in antibiotic-free raised broilers;Poultry Science;2024-12
2. Machine Learning for Individualized Risk Estimation in Anterior Lumbar Interbody Fusion;NEUROSURG PRACT;2024
3. Development and validation of a prognostic model to predict birth weight: individual participant data meta-analysis;BMJ Medicine;2024-08
4. Repeated Sieving for Prediction Model Building with High-Dimensional Data;Journal of Personalized Medicine;2024-07-19
5. Development of a regional-based predictive model of incidence of traumatic spinal cord injury using machine learning algorithms;World Neurosurgery: X;2024-07
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3