Probably not. Almost all REAL arcade monitors require that you put an isolation transformer inline with the monitor. If you gutted the cabinet, it was probably inside (the big honkin transformer on the bottom). Also, you need a power supply to feed it, since I'm sure it won't be expecting 120V fed to it. That was probably inside the cabinet as well, otherwise you can buy arcade PS for like $10.
Please tell me you didn't trash a nice Dragon's Lair to make MAME. And if you did, what components were still inside?