Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital

Dagne Tesfaye Mengistie; Buzuneh Tasfa Marine

doi:doi:10.11648/j.ajhr.20231105.11

| Peer-Reviewed

Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital

Dagne Tesfaye Mengistie, Buzuneh Tasfa Marine

Published in American Journal of Health Research (Volume 11, Issue 5)

Received: 22 July 2023 Accepted: 5 September 2023 Published: 25 September 2023

Views: Downloads:

Download PDF

Share This Article

Twitter
Linked In
Facebook

Abstract

Introduction: Coronary artery disease (CAD) is one manifestation of ischemic heart disease, which is the leading cause of mortality in the world. Objective: The core objective of this investigation was to analyze Survival Analysis of coronary heart disease of patient during revascularization coronary artery performed. Method: The study was constructed on the data which have 250 patients (subject) with 6 independent variables. The study more explored using survival models such as semi-parametric (Cox PH model) and parametric models (Accelerated Failure Time). Because of some assumptions of cox PH do not well fitted. As we know from theoretical knowledge even if the assumptions are many the parametric models has better acceptance. Basically the data source is already given from Debre Berehan Compressive specialized hospital in registry patient of acute coronary event. Result: According to the results of this study the death of coronary heart patient is affected by factors such as age of patients, revascularization performs, and the day of hospital stays. The hazard ratio for two groups is proportional throughout the days (time) as shown by this paper. The proportion of the death of patient which revascularization performed less than that of did not revascularization of coronary artery performed. And also from AFT model of Weibull the patient of didn’t use revascularization is more accelerate to death then patient use revascularization method.

Published in	American Journal of Health Research (Volume 11, Issue 5)
DOI	10.11648/j.ajhr.20231105.11
Page(s)	130-139
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2024. Published by Science Publishing Group

Keywords

Coronary Heart Disease, Accelerated Failure Time, St-Segment Deviation, Revascularization of Coronary Artery

References

[1]	Santos, I. S., et al., One-year mortality after an acute coronary event and its clinical predictors: the ERICO study. Arquivos brasileiros de cardiologia, 2015. 105: p. 53-64.
[2]	Golding, N., et al., Mapping under-5 and neonatal mortality in Africa, 2000–15: a baseline analysis for the Sustainable Development Goals. The Lancet, 2017. 390 (10108): p. 2171-2182.
[3]	Mackay, J. and G. A. Mensah, The atlas of heart disease and stroke. 2004: World Health Organization.
[4]	Alemu, M., et al., Determinants of neonatal sepsis among neonates in the northwest part of Ethiopia: case-control study. Italian journal of pediatrics, 2019. 45 (1): p. 1-8.
[5]	Clark, A. M., et al., Meta-analysis: secondary prevention programs for patients with coronary artery disease. Annals of internal medicine, 2005. 143 (9): p. 659-672.
[6]	Economou, P. and C. Caroni, Graphical tests for the assumption of gamma and inverse Gaussian frailty distributions. Lifetime Data Analysis, 2005. 11: p. 565-582.
[7]	Xiang, Y.-T., et al., Timely mental health care for the 2019 novel coronavirus outbreak is urgently needed. The lancet psychiatry, 2020. 7 (3): p. 228-229.
[8]	Erdem, I., et al., Clinical features, laboratory data, management and the risk factors that affect the mortality in patients with postoperative meningitis. Neurology India, 2008. 56 (4): p. 433.
[9]	Christiaensen, L. and H. Alderman, Child malnutrition in Ethiopia: can maternal knowledge augment the role of income? Economic Development and cultural change, 2004. 52 (2): p. 287-312.
[10]	de Jonge, R. C., et al., Predicting sequelae and death after bacterial meningitis in childhood: a systematic review of prognostic studies. BMC Infectious Diseases, 2010. 10 (1): p. 1-14.
[11]	Pollard, A. J., K. P. Perrett, and P. C. Beverley, Maintaining protection against invasive bacteria with protein–polysaccharide conjugate vaccines. Nature Reviews Immunology, 2009. 9 (3): p. 213-220.
[12]	Maes, H. H., M. C. Neale, and L. J. Eaves, Genetic and environmental factors in relative body weight and human adiposity. Behavior genetics, 1997. 27: p. 325-351.
[13]	Indermun, S., et al., Current advances in the fabrication of microneedles for transdermal delivery. Journal of controlled release, 2014. 185: p. 130-138.
[14]	Tilahun, T. and M. Sinaga, Knowledge of obstetric danger signs and birth preparedness practices among pregnant women in rural communities of eastern Ethiopia. International Journal of Nursing and Midwifery, 2016. 8 (1): p. 1-11.
[15]	Dätwyler, C. and T. Stucki, Parametric survival models. 2011.
[16]	Sileshi Elias, M., A. Kaso, and M. Yabibal Gebeyehu, BACTERIAL MENINGITIS TREATMENT OUTCOME AND ASSOCIATED FACTORS AMONG CHILDREN ADMITTED TO THE PEDIATRIC WARD, DILLA UNIVERSITY REFERRAL HOSPITAL, DILLA, ETHIOPIA. 2021.
[17]	Organization, W. H., Pocket book of hospital care for children: guidelines for the management of common childhood illnesses. 2013: World Health Organization.
[18]	Duchateau, L., et al., Evolution of recurrent asthma event rate over time in frailty models. Journal of the Royal Statistical Society Series C: Applied Statistics, 2003. 52 (3): p. 355-363.
[19]	Keiding, N., P. K. Andersen, and J. P. Klein, The role of frailty models and accelerated failure time models in describing heterogeneity due to omitted covariates. Statistics in medicine, 1997. 16 (2): p. 215-224.
[20]	Go, A. S., et al., Heart disease and stroke statistics—2013 update: a report from the American Heart Association. Circulation, 2013. 127 (1): p. e6-e245.

Cite This Article

Plain Text BibTeX RIS

APA Style

Dagne Tesfaye Mengistie, Buzuneh Tasfa Marine. (2023). Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital. American Journal of Health Research, 11(5), 130-139. https://doi.org/10.11648/j.ajhr.20231105.11

Copy | Download

ACS Style

Dagne Tesfaye Mengistie; Buzuneh Tasfa Marine. Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital. Am. J. Health Res. 2023, 11(5), 130-139. doi: 10.11648/j.ajhr.20231105.11

Copy | Download

AMA Style

Dagne Tesfaye Mengistie, Buzuneh Tasfa Marine. Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital. Am J Health Res. 2023;11(5):130-139. doi: 10.11648/j.ajhr.20231105.11

Copy | Download

@article{10.11648/j.ajhr.20231105.11,
  author = {Dagne Tesfaye Mengistie and Buzuneh Tasfa Marine},
  title = {Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital},
  journal = {American Journal of Health Research},
  volume = {11},
  number = {5},
  pages = {130-139},
  doi = {10.11648/j.ajhr.20231105.11},
  url = {https://doi.org/10.11648/j.ajhr.20231105.11},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajhr.20231105.11},
  abstract = {Introduction: Coronary artery disease (CAD) is one manifestation of ischemic heart disease, which is the leading cause of mortality in the world. Objective: The core objective of this investigation was to analyze Survival Analysis of coronary heart disease of patient during revascularization coronary artery performed. Method: The study was constructed on the data which have 250 patients (subject) with 6 independent variables. The study more explored using survival models such as semi-parametric (Cox PH model) and parametric models (Accelerated Failure Time). Because of some assumptions of cox PH do not well fitted. As we know from theoretical knowledge even if the assumptions are many the parametric models has better acceptance. Basically the data source is already given from Debre Berehan Compressive specialized hospital in registry patient of acute coronary event. Result: According to the results of this study the death of coronary heart patient is affected by factors such as age of patients, revascularization performs, and the day of hospital stays. The hazard ratio for two groups is proportional throughout the days (time) as shown by this paper. The proportion of the death of patient which revascularization performed less than that of did not revascularization of coronary artery performed. And also from AFT model of Weibull the patient of didn’t use revascularization is more accelerate to death then patient use revascularization method.},
 year = {2023}
}

Copy | Download

TY - JOUR
T1 - Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital
AU - Dagne Tesfaye Mengistie
AU - Buzuneh Tasfa Marine
Y1 - 2023/09/25
PY - 2023
N1 - https://doi.org/10.11648/j.ajhr.20231105.11
DO - 10.11648/j.ajhr.20231105.11
T2 - American Journal of Health Research
JF - American Journal of Health Research
JO - American Journal of Health Research
SP - 130
EP - 139
PB - Science Publishing Group
SN - 2330-8796
UR - https://doi.org/10.11648/j.ajhr.20231105.11
AB - Introduction: Coronary artery disease (CAD) is one manifestation of ischemic heart disease, which is the leading cause of mortality in the world. Objective: The core objective of this investigation was to analyze Survival Analysis of coronary heart disease of patient during revascularization coronary artery performed. Method: The study was constructed on the data which have 250 patients (subject) with 6 independent variables. The study more explored using survival models such as semi-parametric (Cox PH model) and parametric models (Accelerated Failure Time). Because of some assumptions of cox PH do not well fitted. As we know from theoretical knowledge even if the assumptions are many the parametric models has better acceptance. Basically the data source is already given from Debre Berehan Compressive specialized hospital in registry patient of acute coronary event. Result: According to the results of this study the death of coronary heart patient is affected by factors such as age of patients, revascularization performs, and the day of hospital stays. The hazard ratio for two groups is proportional throughout the days (time) as shown by this paper. The proportion of the death of patient which revascularization performed less than that of did not revascularization of coronary artery performed. And also from AFT model of Weibull the patient of didn’t use revascularization is more accelerate to death then patient use revascularization method.
VL - 11
IS - 5
ER -

Copy | Download

Author Information

Dagne Tesfaye Mengistie

Department of Statistics, College of Natural and Computational Science, Jigjiga University, Jigjiga, Ethiopia
Buzuneh Tasfa Marine

Department of Epidemiology, Faculty of Public Health, Jimma University, Jimma, Ethiopia

Download PDF

Sections

Plain Text BibTeX RIS

APA Style

Dagne Tesfaye Mengistie, Buzuneh Tasfa Marine. (2023). Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital. American Journal of Health Research, 11(5), 130-139. https://doi.org/10.11648/j.ajhr.20231105.11

Copy | Download

ACS Style

Dagne Tesfaye Mengistie; Buzuneh Tasfa Marine. Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital. Am. J. Health Res. 2023, 11(5), 130-139. doi: 10.11648/j.ajhr.20231105.11

Copy | Download

AMA Style

Dagne Tesfaye Mengistie, Buzuneh Tasfa Marine. Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital. Am J Health Res. 2023;11(5):130-139. doi: 10.11648/j.ajhr.20231105.11

Copy | Download

@article{10.11648/j.ajhr.20231105.11,
  author = {Dagne Tesfaye Mengistie and Buzuneh Tasfa Marine},
  title = {Survival Analysis of Coronary Heart Disease Patient During Revascularization of Coronary Artery in Case of Debre Birehan Compressive Specialized Hospital},
  journal = {American Journal of Health Research},
  volume = {11},
  number = {5},
  pages = {130-139},
  doi = {10.11648/j.ajhr.20231105.11},
  url = {https://doi.org/10.11648/j.ajhr.20231105.11},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajhr.20231105.11},
  abstract = {Introduction: Coronary artery disease (CAD) is one manifestation of ischemic heart disease, which is the leading cause of mortality in the world. Objective: The core objective of this investigation was to analyze Survival Analysis of coronary heart disease of patient during revascularization coronary artery performed. Method: The study was constructed on the data which have 250 patients (subject) with 6 independent variables. The study more explored using survival models such as semi-parametric (Cox PH model) and parametric models (Accelerated Failure Time). Because of some assumptions of cox PH do not well fitted. As we know from theoretical knowledge even if the assumptions are many the parametric models has better acceptance. Basically the data source is already given from Debre Berehan Compressive specialized hospital in registry patient of acute coronary event. Result: According to the results of this study the death of coronary heart patient is affected by factors such as age of patients, revascularization performs, and the day of hospital stays. The hazard ratio for two groups is proportional throughout the days (time) as shown by this paper. The proportion of the death of patient which revascularization performed less than that of did not revascularization of coronary artery performed. And also from AFT model of Weibull the patient of didn’t use revascularization is more accelerate to death then patient use revascularization method.},
 year = {2023}
}

Copy | Download