3 papers
cs.CV2025
When normalization hallucinates: unseen risks in AI-powered whole slide image processing
Karel Moens, Matthew B. Blaschko, Tinne Tuytelaars +3
Whole slide image (WSI) normalization remains a vital preprocessing step in computational pathology. Increasingly driven by deep learning, these models learn to approximate data di…
cs.NI2025
Iris RESTful Server and IrisTileSource: An Iris implementation for existing OpenSeaDragon viewers
Ryan Erik Landvater MD, Navin Kathawa, Mustafa Yousif MD +1
The Iris File Extension (IFE) is a low overhead performance-oriented whole slide image (WSI) file format designed to improve the image rendering experience for pathologists and sim…
eess.IV2025
The Iris File Extension
Ryan Erik Landvater, Michael David Olp, Mustafa Yousif +1
A modern digital pathology vendor-agnostic binary slide format specifically targeting the unmet need of efficient real-time transfer and display has not yet been established. The g…