diff --git a/homeassistant/components/rfxtrx/__init__.py b/homeassistant/components/rfxtrx/__init__.py
index d51bf3e75c40..91d54831b29f 100644
--- a/homeassistant/components/rfxtrx/__init__.py
+++ b/homeassistant/components/rfxtrx/__init__.py
@@ -252,10 +252,10 @@ async def async_setup_internal(hass: HomeAssistant, entry: ConfigEntry) -> None:
     def _updated_device(event: Event[EventDeviceRegistryUpdatedData]) -> None:
         if event.data["action"] != "remove":
             return
-        device_entry = device_registry.deleted_devices[event.data["device_id"]]
-        if entry.entry_id not in device_entry.config_entries:
+        device = event.data["device"]
+        if device["config_entry_id"] != entry.entry_id:
             return
-        device_id = get_device_tuple_from_identifiers(device_entry.identifiers)
+        device_id = get_device_tuple_from_identifiers(device["identifiers"])
         if device_id:
             _remove_device(device_id)