Logo

Joint prediction of occurrence of heart block and death in patient with myocardial infarction with artificial neural network model

Author(s):
Negin-sadat MirianNegin-sadat Mirian, Morteza SedehiMorteza SedehiMorteza Sedehi ORCID,*, Soleiman KheiriSoleiman Kheiri, A. li AhmadiA. li Ahmadi

Koomesh:Vol. 19, issue 1; 241-247
Published online:Sep 01, 2017
Article type:Research Article
Received:Jan 03, 2016
Accepted:Sep 01, 2016
How to Cite:Negin-sadat MirianMorteza SedehiSoleiman KheiriA. li AhmadiJoint prediction of occurrence of heart block and death in patient with myocardial infarction with artificial neural network model.koomesh.19(1):e151342.

Abstract

References

  • 1.
    Regan M, Catalano P. Likelihood models for clustered binary and continuous outcomes Application to Developmental toxicology. Biometrics 1999; 55: 760-768.
  • 2.
    Teixeira-Pinto A, Normand T. Correlated bivariate continuous and binary outcomes issues and applications. Stat Med 2009; 28: 753-773.
  • 3.
    Anderson A. An introduction to neural network, Cambridge, MA: MIT press; 1995: 795-851.
  • 4.
    Gupta P, Bikrampal K. Accuracy enhancement of heart disease diagnosis system using neural network and genetic algorithm. Int J Adv Res Comput Sci Softw Eng 2014; 4: 160-166.
  • 5.
    Menhaj MB, editor. Fundamentals of neural networks. 8th ed. Amir Kabir Univ pub; 2012 (Persian).
  • 6.
    Babaei M, Mohammad Khan Kermanshahi S, Alhani F. Influence of discharge planning on anxiety levels in patients with myocardial infarction. Koomesh 2011; 12: 272-278.
  • 7.
    Anman EM, Braunwald E. Acute myocardial infarction. In: Braunwald E, Zips D, Libby P, editors. Heart Disease, 6th ed. Philadelphia: W.B. Saunders Com; 2001; P: 1114-1219.
  • 8.
    Ahmadi A, Soori H, Mehrabi Y, Etemad K, Khaledifar A. Epidemiologic pattern of myocardial infarction and modeling risk factors relevant to in-hospital mortality: the first results from Iranian Myocardial Infarction Registry. Kardiologia Polska 2015; 73: 451-457.
  • 9.
    Asgari M R, Jafarpoor H, Soleimani M, Ghorbani R, Askandarian R, Jafaripour I. Effects of early mobilization program on depression of patients with myocardial infarction hospitalized in CCU. Koomesh 2015; 16: 175-118.
  • 10.
    Sadri P, Khaledifar A, Ahmadi A. Survey of the incidence rate of complete bundle branch block in patients with acute myocardial infarction in CCU ward in Hagar hospital. [Dissertation] Shahre Kord. Shahre kord Univ Med Sci 2013-14 (Persian).
  • 11.
    Kay JW, Titterington DM, editors. Statistics and neural networks: Advanced at the interface. Oxford: Oxford University Press; 1999.
  • 12.
    Wang S. An insight into the standard back propagation neural network model for regression analysis. J Mgmt Sci 1998; 26: 133-140.
  • 13.
    Sedehi M, Mehrabi Y, Kazemnejad A, Joharimajd V, Hadaegh F. Artificial neural network design for modeling of mixed bivariate outcomes in medical research data. Iranian J Epidemiol 2010; 6: 28-39. (Persian).
  • 14.
    Parsaeian M, Mohammad K, Mahmoudi M, Zeraati H. Comparison of logistic regression and artificial neural network in low back pain prediction: second national health survey. Iran J Public Health 2012; 41: 86-92.
  • 15.
    Hosseini Teshnizi S, Ayatollahi SM. A comparison of logistic regression model and artificial neural networks in predicting of students academic failure. Acta Inrorm Med 2015; 23: 296-300.
  • 16.
    Sedehi M, Mehrabi Y, Kazemnejad A, Johari-majd V, Hadaegh F. Design of artificial neural network for joint predicting of metabolic syndrome and HOMA-IR. Daneshvar 2009; 17: 29-36. (Persian).
  • 17.
    Adeli M, et al. Application of artificial neural network model in predicting the mixed response of atherosclerosis disease. RJMS 2013; 20: 20-28. (Persian).
  • 18.
    Biglarian A, Hajizadeh E, Kazemnejad A, Zali MR. Application of artificial neural network in predicting the survival rate of gastric cancer patients. Iran J Public Health 2011; 40: 80-86.##.
comments

Leave a comment here

Share on
Metrics

Purchasing Reprints

  • Copyright Clearance Center (CCC) handles bulk orders for article reprints for Brieflands. To place an order for reprints, please click here (   https://www.copyright.com/landing/reprintsinquiryform/ ). Clicking this link will bring you to a CCC request form where you can provide the details of your order. Once complete, please click the ‘Submit Request’ button and CCC’s Reprints Services team will generate a quote for your review.
Search Relations

Author(s):

Related Articles