Private information is removed from dictation so that the transcriptionist never has access to the private information. A software program is used to first extract the private information and then later (after the transcription is completed by, for example, the transcriptionist) reinsert the removed private information back into the final report. This eliminates any possibility of a human in the transcription process accessing the private information.