19 citations · 19 across the 1 of their papers we have counts for
2 papers
cs.CV2025
Distilling foundation models for robust and efficient models in digital pathology
Alexandre Filiot, Nicolas Dop, Oussama Tchita +8
In recent years, the advent of foundation models (FM) for digital pathology has relied heavily on scaling the pre-training datasets and the model size, yielding large and powerful…
eess.IV2024★ 19 cited
Phikon-v2, A large and public feature extractor for biomarker prediction
Alexandre Filiot, Paul Jacob, Alice Mac Kain +1
Gathering histopathology slides from over 100 publicly available cohorts, we compile a diverse dataset of 460 million pathology tiles covering more than 30 cancer sites. Using this…