Patients with pre‐existing liver diseases are considered to have an increased risk of morbidity and mortality from any type of infection, including viruses. The aim of this work was to explore the implications of metabolic dysfunction‐associated fatty liver disease (MAFLD) and nonalcoholic fatty liver disease (NAFLD) definitions in coronavirus disease 2019 (COVID‐19) and to study the interaction between advanced fibrosis (AF) and each of these diseases in the death and intubation of patients hospitalized with COVID‐19. We performed a retrospective study with 359 patients hospitalized with confirmed COVID‐19 infection in a tertiary referral hospital who were admitted between April and June 2020. A multivariate Cox model was performed regarding the interaction of AF with MAFLD and NAFLD in the mortality and intubation of patients with COVID‐19. The death rate was statistically significantly higher in the MAFLD group compared to the control group (55% vs. 38.3%,
p
= 0.02). No significant difference was seen in the death rate between the NAFLD and control group. The MAFLD (44.09% vs. 20%,
p
= 0.001) and NAFLD (40.51% vs. 20%,
p
= 0.01) groups had statistically significantly higher intubation rates than the control group. A statistically significant interaction between NAFLD and AF was associated with an increase in mortality (
p
= 0.01), while a statistically significant interaction between MAFLD and AF was associated with an increased risk of mortality (
p
= 0.006) and intubation (
p
= 0.049). In the case of patients hospitalized with COVID‐19, our results indicate that the death rate was higher in the MAFLD group but not the NAFLD group compared to that in the control group. The intubation rates were higher in the NAFLD and MAFLD groups compared to rates in the control group, suggesting that both could be associated with COVID‐19 severity. In addition, we found interactions between AF with MAFLD and NAFLD.