Positive T-wave polarity in the augmented vector right lead (Tw-aVR) and ST-segment deviation in the augmented vector right lead (STaVR) have been identified as potential predictors of adverse outcomes in various cardiac conditions. The aim of the study was to examine the effect of positive Tw-aVR and STaVR on in-hospital mortality after coronary artery bypass grafting (CABG) surgery in patients with heart failure with reduced ejection fraction (HFrEF). A five-year retrospective study was conducted on 250 HFrEF patients who underwent CABG at a tertiary care hospital between January 2018 and December 2022. The primary outcome was in-hospital mortality, and the main exposures were positive Tw-aVR and STaVR on preoperative electrocardiograms. Logistic regression models were used to assess the factors associated with in-hospital mortality. Two hundred and fifty patients with a mean age of 67.4 ± 8.1 years were studied. Males constituted 68% of the participants. Among the participants, 60 (24%) had positive Tw-aVR, and 96 (38.4%) had STaVR. The overall in-hospital mortality rate was 7.6%, and patients with positive Tw-aVR and STaVR had significantly higher mortality rates than those without (odds ratio: 3.62 and 2.87, respectively, P < 0.01). These associations remained significant even after controlling for potential confounders such as age (adjusted odds ratio [AOR]: 1.11; 95% confidence interval [CI]: 1.03-1.20; P = 0.008), sex (AOR: 0.82; 95% CI: 0.31-2.18; P = 0.684), diabetes mellitus (AOR: 2.12; 95% CI: 0.88-5.12; P = 0.091), and chronic kidney disease (AOR: 1.79; 95% CI: 0.75-4.27; P = 0.194). Positive Tw-aVR and STaVR were found to be associated with in-hospital mortality in HFrEF patients after CABG. These findings suggest that identifying patients with positive Tw-aVR and STaVR may help identify those at higher risk of adverse outcomes and facilitate closer monitoring and more aggressive interventions.