METHOD AND SYSTEM FOR ANONYMIZING RAW SURGICAL PROCEDURE VIDEOS
This patent disclosure provides various verification techniques to ensure that anonymized surgical procedure videos are indeed free of any personally-identifiable information (PII). In a particular aspect, a process for verifying that an anonymized surgical procedure video is free of PII is disclosed. This process can begin by receiving a surgical video corresponding to a surgery. The process next removes personally-identifiable information (PII) from the surgical video to generate an anonymized surgical video. Next, the process selects a set of verification video segments from the anonymized surgical procedure video. The process subsequently determines whether each segment in the set of verification video segments is free of PII. If so, the process replaces the surgical video with the anonymized surgical video for storage. If not, the process performs additional PII removal steps on the anonymized surgical video to generate an updated anonymized surgical procedure video.
1 . A method comprising:
receiving a first set of raw surgical videos captured by a first camera within an operating room (OR) and a second set of raw surgical videos captured by a second camera, which is different from the first camera, within the OR, wherein both sets of raw surgical videos are captured during a surgical procedure performed within the OR;
detecting text-based personally-identifiable information associated with at least one of the first or second sets of raw surgical videos;
processing the first and second sets of raw surgical videos to remove or otherwise de-identify the detected text-based personally-identifiable information; and
storing the processed first and second sets of raw surgical videos as a single video stream.