Lossy DICOM conversion may affect AI performance

Lossy DICOM conversion may affect AI performance

Abstract Many pathologies have started to digitize their glass slides. To ensure long term accessibility, it is desirable to store them in the DICOM format. Currently, many scanners initially store the images in vendor-specific formats and only provide DICOM converters, with only a few producing DIC...

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Bibliographic Details
Main Authors: Robin Sebastian Mayer, Fabian Fliedner, Ingvild Frøberg Mathisen, Anna Laib, Julia Bein, Marco Eichelberg, Peter J. Wild, Nadine Flinner
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
DICOM
Image compression
Digital pathology
Computational pathology
Adversarial example
Online Access:https://doi.org/10.1038/s41598-025-02851-w
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https://doi.org/10.1038/s41598-025-02851-w

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