Thanks for your responses B2K24 that did it! I was actually using MAME 0.148 Plus! and not the official MAME 0.148. After testing with the later the games runs fine so it definitely has something to do with MAME Plus!.
Now I have to search in the code where did I messed the BIOS because I love the HD filters of MAME Plus!