Sylvia Plevritis — accepted AI-conference papers

2026

TopoSlide: Topologically-Informed Histopathology Whole Slide Image Representation Learning

Shahira Abousamra, Asmita Sood, Sylvia Plevritis

CVPR 2026

Histopathology whole slide images (WSIs) are gigapixel images that present significant challenges in generating effective representations that capture both local histological features and their global spatial organization. Current pathology foundation models focus primarily on local patch-level feat

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2022

A Dataset Generation Framework for Evaluating Megapixel Image Classifiers & Their Explanations

Gautam Machiraju, Sylvia Plevritis, Parag Mallick

ECCV 2022poster

"Deep learning-based megapixel image classifiers have exceptional prediction performance in a number of domains, including clinical pathology. However, extracting reliable, human-interpretable model explanations has remained challenging. Because real-world megapixel images often contain latent image…

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