No, you can't recover it from the log file.
You need to restore database from recent full backup. If you want to restore transaction log backups as well. then leave the database in non-operational mode until last log file is restored.
If backups aren't available then I suggest to call Microsoft support. They are often able to recover suspect database through undocumented tricks.