Quilt-1m: One million image-text pairs for histopathology

W Ikezogwo, S Seyfioglu, F Ghezloo… - Advances in neural …, 2024 - proceedings.neurips.cc
Recent accelerations in multi-modal applications have been made possible with the
plethora of image and text data available online. However, the scarcity of analogous data in …

Scaling self-supervised learning for histopathology with masked image modeling

A Filiot, R Ghermi, A Olivier, P Jacob, L Fidon… - medRxiv, 2023 - medrxiv.org
Computational pathology is revolutionizing the field of pathology by integrating advanced
computer vision and machine learning technologies into diagnostic workflows. It offers …