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Original Research

Joint Modeling of Longitudinal Pulse Rate and Time-to-Default from Treatment of Congestive Heart Failure Patients

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Pages 41-52 | Published online: 21 Oct 2021

References

  • Ziaeian B, Fonarow GC. Epidemiology and aetiology of heart failure. Nat Rev Cardiol. 2016;13(6):368–378. doi:10.1038/nrcardio.2016.25
  • Cook C, Cole G, Asaris P, et al. 49 The annual global economic burden of heart failure. Heart. 2014;100(Suppl 3):A28–A29. doi:10.1136/heartjnl-2014-306118.49
  • Ntusi NB, Mayosi BM. Epidemiology of heart failure in sub-Saharan Africa. Expert Rev Cardiovasc Ther. 2009;7(2):169–180. doi:10.1586/14779072.7.2.169
  • Agbor VN, Essouma M, Ntusi NAB, et al. Heart failure in sub-Saharan Africa: a contemporaneous systematic review and meta-analysis. Int J Cardiol. 2018;257:207–215. doi:10.1016/j.ijcard.2017.12.048
  • WHO. Global Status Report on Noncommunicable Diseases 2014. World Health Organization; 2014.
  • Zeru MA. Assessment of major causes of heart failure and its pharmacologic management among patients at Felege Hiwot referral hospital in Bahir Dar, Ethiopia. J Public Health Epidemiol. 2018;10(9):326–331. doi:10.5897/JPHE2018.1046
  • Fissuh YH, Muletav G. A joint model for a longitudinal pulse rate and respiratory rate of congestive heart failure patients: at Ayder Referral Hospital of Mekelle University, Tigray, Ethiopia. J Biom Biostat. 2015;6(5):1. doi:10.4172/2155-6180.1000260
  • Greene SJ, Vaduganathan M, Wilcox JE, et al. The prognostic significance of heart rate in patients hospitalized for heart failure with reduced ejection fraction in sinus rhythm: insights from the EVEREST (Efficacy of Vasopressin Antagonism in Heart Failure: outcome Study With Tolvaptan) trial. JACC Heart Fail. 2013;1(6):488–496.
  • Aarts LA, Jeanne V, Cleary JP, et al. Non-contact heart rate monitoring utilizing camera photoplethysmography in the neonatal intensive care unit—A pilot study. Early Hum Dev. 2013;89(12):943–948. doi:10.1016/j.earlhumdev.2013.09.016
  • Custodis F, Schirmer SH, Baumhäkel M, et al. Vascular pathophysiology in response to increased heart rate. J Am Coll Cardiol. 2010;56(24):1973–1983. doi:10.1016/j.jacc.2010.09.014
  • Kurgansky KE, Schubert P, Parker R, et al. Association of pulse rate with outcomes in heart failure with reduced ejection fraction: a retrospective cohort study. BMC Cardiovasc Disord. 2020;20(1):1–11. doi:10.1186/s12872-020-01384-6
  • Farmakis D, Stafylas P, Giamouzis G, Maniadakis N, Parissis J. The Medical and Socioeconomic Burden of Heart Failure: A Comparative Delineation with Cancer. Elsevier; 2016.
  • Wajner A, Zuchinali P, Olsen V, Polanczyk CA, Rohde LE. causes and predictors of in-hospital mortality in patients admitted with or for heart failure at a Tertiary Hospital in Brazil. Arq Bras Cardiol. 2017;109:321–330.
  • Seid A, Getie M, Birlie B, Getachew Y. Joint modeling of longitudinal CD4 cell counts and time-to-default from HAART treatment: a comparison of separate and joint models. Elect J Appl Stat Anal. 2014;7(2):292–314.
  • Grover G, Swain P, Deo V, Varshney M. A joint modeling approach to assess the impact of CD4 cell count on the risk of loss to follow up in HIV/AIDS patients on antiretroviral therapy. Int J Stat Appl. 2015;5(3):99–108.
  • Castagno D, Skali H, Swedberg K, et al. Heart rate and outcomes in a broad spectrum of patients with chronic heart failure: results from the CHARM programme. Heart Fail Congr. 2011:10:50.
  • Nesbitt T, Doctorvaladan S, Southard JA, et al. Correlates of quality of life in rural heart failure patients. Circ Heart Fail. 2014;7:882.
  • Hailay A, Kebede E, Mohammed K. Survival during treatment period of patients with severe heart failure admitted to Intensive Care Unit (ICU) at Gondar University Hospital (GUH), Gondar, Ethiopia. Am J Health Res. 2015;3:257–269.
  • Barlera S, Luigi T, Grazia Franzosi M, et al. Predictors of mortality in 6975 patients with chronic heart failure in the Gruppo Italiano per lo Studio della Streptochinasi nell’Infarto Miocardico-Heart Failure trial: proposal for a nomogram. Circ Heart Fail. 2013;6(1):31–39.
  • Zomer AC, Vaartjes I, van der Velde ET, et al. Heart failure admissions in adults with congenital heart disease; risk factors and prognosis. Int J Cardiol. 2013;168(3):2487–2493. doi:10.1016/j.ijcard.2013.03.003
  • Ahmad T, Munir A, Bhatti SH, et al. Survival analysis of heart failure patients: a case study. PLoS One. 2017;12(7):e0181001. doi:10.1371/journal.pone.0181001
  • Beck H, Titze SI, Hübner S, et al. Heart failure in a cohort of patients with chronic kidney disease: the GCKD study. PLoS One. 2015;10(4):e0122552. doi:10.1371/journal.pone.0122552
  • Kupper N, Denollet J, Widdershoven J, Kop WJ. Cardiovascular reactivity to mental stress and mortality in patients with heart failure. JACC Heart Fail. 2015;3(5):373–382.
  • Njagi EN. Joint Models for Survival and Longitudinal Data, Missing Data, and Sensitivity Analysis, with Applications in Medical Research [Doctoral dissertation, PhD Thesis]. London School of Hygiene and Tropical Medicine; 2013