Artificial neural networks versus proportional hazards Cox models to predict 45-year all-cause mortality in the Italian Rural Areas of the Seven Countries Study-Reference-Cited by-同舟云学术

Artificial neural networks versus proportional hazards Cox models to predict 45-year all-cause mortality in the Italian Rural Areas of the Seven Countries Study

Published:2012-07-23 Issue:1 Volume:12 Page:
ISSN:1471-2288
Container-title:BMC Medical Research Methodology
language:en
Short-container-title:BMC Med Res Methodol

Author:

Puddu Paolo Emilio,Menotti Alessandro

Publisher

Springer Science and Business Media LLC

Subject

Health Informatics,Epidemiology

Link

http://link.springer.com/article/10.1186/1471-2288-12-100/fulltext.html

Reference49 articles.

1. Afifi AA, Clark V: Computer aided multivariate analysis. 1990, Van Nostrand Reinhold Co, New York

2. Miller Ch C, Reardon MJ, Safi HJ: Risk stratification. 2001, University Press, A practical guide for clinicians. Cambridge

3. Menotti A, Puddu PE, Lanti M: Il rischio in Cardiologia: dalla teoria alla pratica. 2004, Edizioni Internazionali srl, Pavia

4. Friedman JH, Stuetzle RJ: Projection pursuit regression. J Am Stat Assoc. 1981, 76: 817-823. 10.1080/01621459.1981.10477729.

5. Hornik K, Stinchcomb X, White X: Miltilayer feedforward networks are universal approximators. Neural Net. 1989, 2: 359-366. 10.1016/0893-6080(89)90020-8.

Cited by 17 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. Artificial intelligence in the risk prediction models of cardiovascular disease and development of an independent validation screening tool: a systematic review;BMC Medicine;2024-02-05

2. Canonical Correlation for the Analysis of Lifestyle Behaviors versus Cardiovascular Risk Factors and the Prediction of Cardiovascular Mortality: A Population Study;Hearts;2024-01-03

3. Deep Learning for Epidemiologists: An Introduction to Neural Networks;American Journal of Epidemiology;2023-05-03

4. How the Seven Countries Study contributed to the launch and development of cardiovascular epidemiology in Italy. A historical perspective;Nutrition, Metabolism and Cardiovascular Diseases;2020-03

5. Comparison of Machine Learning Techniques for Prediction of Hospitalization in Heart Failure Patients;Journal of Clinical Medicine;2019-08-24