Sure, it has a chance of working. Probably a pretty small one though. I'd probably just restore from backup and accept that a few transactions are lost. In any case, I hope the server has been shut down since you've become aware of this.
The larger the database is, the less likely you are to get anything useful. (Higher chance of fragmentation, overwriting, etc.)
Testdisk and Photorec are great tools for data recovery.
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