Summary of the National Cancer Institute 2023 Virtual Workshop on Medical Image De-identification-Part 2: Pathology Whole Slide Image De-identification, De-facing, the Role of AI in Image De-identification, and the NCI MIDI Datasets and Pipeline.

Autor: Clunie D; PixelMed Publishing, Bangor, PA, USA. dclunie@dclunie.com., Taylor A; Sage Bionetworks, Seattle, WA, USA., Bisson T; Charité - Universitätsmedizin Berlin, Berlin, Germany., Gutman D; Emory University, Atlanta, GA, USA., Xiao Y; Hospital of the University of Pennsylvania, Philadelphia, PA, USA., Schwarz CG; Mayo Clinic, Rochester, MN, USA., Greve D; MGH/Harvard, Boston, MA, USA., Gichoya J; Emory University, Atlanta, GA, USA., Shih G; Weill Cornell Medical College, New York, NY, USA., Kline A; Northwestern University, Evanston, IL, USA., Kopchick B; Deloitte Consulting, New York, NY, USA., Farahani K; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA.
Jazyk: angličtina
Zdroj: Journal of imaging informatics in medicine [J Imaging Inform Med] 2024 Jul 09. Date of Electronic Publication: 2024 Jul 09.
DOI: 10.1007/s10278-024-01183-x
Abstrakt: De-identification of medical images intended for research is a core requirement for data sharing initiatives, particularly as the demand for data for artificial intelligence (AI) applications grows. The Center for Biomedical Informatics and Information Technology (CBIIT) of the United States National Cancer Institute (NCI) convened a two half-day virtual workshop with the intent of summarizing the state of the art in de-identification technology and processes and exploring interesting aspects of the subject. This paper summarizes the highlights of the second day of the workshop, the recordings and presentations of which are publicly available for review. The topics covered included pathology whole slide image de-identification, de-facing, the role of AI in image de-identification, and the NCI Medical Image De-Identification Initiative (MIDI) datasets and pipeline.
(© 2024. The Author(s).)
Databáze: MEDLINE
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