I stopped seeing the problem after the update to 1909, but I see that Microsoft released a patch today that may address the problem for 1903 and 1909 users: https://support.microsoft.com/en-us/help/4530684/windows-10-update-kb4530684
It seems to fix it for me. No issue since.