After Doing some tiresome Research, It turns out it is the introduction movie and other clips that make the game crash, In order to Solve this problem, We need a disable MDEC option, if hopefully we can see in the future. This can prevent, Yu-GI-Oh, and other Games from Crashing that include Clips/Animation.
Thank You