Have a personal or library account? Click to login
Seasonal variations of arrhythmias and their impact on mortality in cancer patients with health disparities: A propensity score adjusted machine learning analysis of over 100 million hospitalizations across 3 years Cover

Seasonal variations of arrhythmias and their impact on mortality in cancer patients with health disparities: A propensity score adjusted machine learning analysis of over 100 million hospitalizations across 3 years

Open Access
|Mar 2024

Figures & Tables

Figure 1

Arrhythmia by cancer and high influenza activity seasons (red box) across 2016-2018.

ML-PS multivariable regression of arrhythmia, mortality, and cost by cancer and HIA*

OutcomePredictor2016-2018201620172018
Arrhythmia
Without active cancerHIA1.01 (1.01-1.02, p=0.003)1.02 (1.01-1.04, p=0.009)1.01 (1.00-1.01, p=0.001)1.01 (1.01-1.02, p<0.001)
With active cancerHIA1.01 (0.99-1.03, p=0.367)1.02 (1.00-1.04, p=0.031)1.00 (0.98-1.02, p=0.939)1.01 (1.00-1.03, p=0.132)
Mortality with cancer
Non-HIAArrythmia1.17 (1.13-1.22, p<0.001)1.18 (1.14-1.23, p<0.001)1.15 (1.11-1.20, p<0.001)1.17 (1.13-1.22, p<0.001)
HIAArrythmia1.19 (1.12-1.27, p<0.001)1.20 (1.12-1.28, p<0.001)1.15 (1.08-1.23, p<0.001)1.23 (1.16-1.31, p<0.001)
Cost with cancer (US$)
Non-HIAArrythmia3474.68 (2988.81-4240.62, p<0.001)3690.58 (2972.38-4408.78, p<0.001)3371.19 (2631.76-4110.62, p<0.001)3362.28 (2522.10-4202.45, p<0.001)
HIAArrythmia2312.96 (981.69-3644.23, p=0.003)3516.63 (2309.55-4723.71, p<0.001)1771.52 (426.56-3116.48, p=0.010)1650.72 (208.96-3092.49, p=0.025)
DOI: https://doi.org/10.2478/rjc-2024-0005 | Journal eISSN: 2734-6382 | Journal ISSN: 1220-658X
Language: English
Page range: 16 - 23
Published on: Mar 29, 2024
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2024 Jong Kun Park, Dominique Monlezun, Jin Wan Kim, James Going, Shaden Khalaf, Kevin Honan, Abdelrahman Ali, Victor Liu, Ahmad Barout, David Boone, Payam Safavi-Naeini, Efstratios Koutroumpakis, Mehmet Cilingiroglu, Konstantinos Marmagkiolis, Cezar Iliescu, Kaveh Karimzad, Mohammad Madjid, published by Romanian Society of Cardiology
This work is licensed under the Creative Commons Attribution 4.0 License.