Background: Recent years have seen a change in the use of anticoagulants in the general population due to the availability of direct oral anticoagulants (DOACs) as an alternative to vitamin K antagonists (VKAs) and increased detection of atrial fibrillation. It is important to have updated epidemiological data to understand how this change is impacting on the occurrence and outcome of intracerebral hemorrhage (ICH). Patients and methods: Our prospective population-based registry included patients with first-ever ICH occurring from January 2011 to December 2020. Oral anticoagulants (OAC)-related ICH was defined as an ICH occurring within 48 h from the intake of DOAC or VKAs, regardless of the measured international normalized ratio on hospital admission. Results: We included 748 first-ever ICH, of whom 108 (14.4%) were OAC-related. Specifically, 75 (69.4%) ICHs occurred on VKA and 33 (30.6%) on DOAC. The incidence of oral anticoagulation-associated intracerebral hemorrhage (OAC-ICH) was stable over time (p = 0.226). Among OAC-ICHs, we observed an increase in the overall incidence of DOAC-ICH (p for trend < 0.001) which overcome that of VKA-ICH in 2020 (incidence rate ratio (IRR) 4.71, 95% confidence interval (CI): 1.22–33.54; p = 0.022). Patients with OAC-ICH showed higher 30-day case fatality rates than those with non-OAC-ICH (48.1% vs 34.1%; p = 0.007). Conclusion: No changes over time were detected in the incidence of OAC-ICH, but throughout the study period, there was a change in OAC-ICH from mostly VKA-related to mostly DOAC-related. Mortality in patients with OAC-ICH was higher than in patients with non-OAC-ICH.