2 papers
eess.IV2025
UWarp: A Whole Slide Image Registration Pipeline to Characterize Scanner-Induced Local Domain Shift
Antoine Schieb, Bilal Hadjadji, Natalia Fernanda Valderrama +13
Histopathology slide digitization introduces scanner-induced domain shift that can significantly impact computational pathology models based on deep learning methods. In the state-…
cs.CV2022
Inter-Semantic Domain Adversarial in Histopathological Images
Nicolas Dumas, Valentin Derangère, Laurent Arnould +3
In computer vision, data shift has proven to be a major barrier for safe and robust deep learning applications. In medical applications, histopathological images are often associat…