Dicom Cleaner
This repository provides tools intended for use to scrape personal health information (PHI) that is represented as text from image headers and pixels. Each subfolder here corresponds to a different kind of cleaner, and a docker container.
- ocr "optical character recognititon" is an image that runs text (letter detection) on a demo image. You can either detect (just find and report) or clean the data (and save cleaned png images).
- header uses the deid python module to target known coordinates based on manufacturer and machine types to flag images. The coordinates are then cleaned (covered with a black box).
Both containers are available on Docker Hub.