Jong Kun Park, Dominique Monlezun, Jin Wan Kim, James Going, Shaden Khalaf, Kevin Honan, Andrew Badalamenti, Victor Liu, Ahmad Barout, David Boone, Payam Safavi-Naeini, Efstratios Koutroumpakis, Mehmet Cilingiroglu, Konstantinos Marmagkiolis, Cezar Iliescu, Kaveh Karimzad, and Mohammad Madjid
Background Arrhythmias are observed to increase during high influenza activity seasons (HIA, December to February) with significant clinical impact among high-risk patients, so their outcomes may be optimized through closer monitoring of these populations. It is unknown if cancer is such a risk factor. Methods This is a retrospective analysis of arrhythmia-related mortality and the effect of health disparities in patients with cancer during HIA and non-HIA seasons in a nationally representative database. Machine Learning-augmented Propensity Score adjusted multivariable regression (ML-PSr) was performed using the 2016–2018 National Inpatient Sample (NIS), the United States’ largest all-payer hospitalized dataset. Results 16,795,379 (18.48%) patients presented with arrhythmia of whom 3,214,914 (19.14%) were during HIA. In ML-PSr, HIA did not significantly increase the odds of arrhythmia for cancer patients (OR 1.01, 95%CI 0.99–1.03, p = 0.37), but the odds of arrhythmia-related mortality were higher during HIA seasons (OR 1.19, 95%CI 1.12–1.27, p