A standard informatics system and workflow to standardize DICOM data preprocessing at scale

James Wetzel; Michael Ciancibello; Karli McMahan; Lindsey Marrero; Byron Miller; Po-Hao Chen

doi:10.1117/12.2652949

10 April 2023 A standard informatics system and workflow to standardize DICOM data preprocessing at scale

James Wetzel, Michael Ciancibello, Karli McMahan, Lindsey Marrero, Byron Miller, Po-Hao Chen

Proceedings Volume 12469, Medical Imaging 2023: Imaging Informatics for Healthcare, Research, and Applications; 124690B (2023) https://doi.org/10.1117/12.2652949
Event: SPIE Medical Imaging, 2023, San Diego, California, United States

Abstract

Imaging research requires complex data processing and compliance with hospital, state, federal, and international privacy regulations. Such requirements can be particularly challenging for large hospital networks spanning multiple states or countries. In the present study, we combined a governing process for DICOM deidentification and built a software pipeline to support the approved process in a tertiary-care hospital network. This allows researchers to submit large dataset requests and receive fully-compliant files. This study lends evidence that standardized data management at scale is feasible through control policy and fit-to-purpose informatics tools.

Conference Presentation

Citation Download Citation

James Wetzel, Michael Ciancibello, Karli McMahan, Lindsey Marrero, Byron Miller, and Po-Hao Chen "A standard informatics system and workflow to standardize DICOM data preprocessing at scale", Proc. SPIE 12469, Medical Imaging 2023: Imaging Informatics for Healthcare, Research, and Applications, 124690B (10 April 2023); https://doi.org/10.1117/12.2652949

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