When you go to open ePSXe, use the command line -noauto
For those that don't know how to do this, simply go to RUN, then select the ePSXE.exe file and add " -noauto" after it. This disables automatically applied patches, and should let it not freeze on the status screen.
Fix originally found by Vitor Brazilian, I'm just the messanger.