3 papers
cs.CV2025
MIPHEI-ViT: Multiplex Immunofluorescence Prediction from H&E Images using ViT Foundation Models
Guillaume Balezo, Roger Trullo, Albert Pla Planas +2
Histopathological analysis is a cornerstone of cancer diagnosis, with Hematoxylin and Eosin (H&E) staining routinely acquired for every patient to visualize cell morphology and tis…
cs.CV2023
RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification
Etienne Pochet, Rami Maroun, Roger Trullo
Whole slide image (WSI) classification is a critical task in computational pathology. However, the gigapixel-size of such images remains a major challenge for the current state of…
cs.CV2021
Descriptive Modeling of Textiles using FE Simulations and Deep Learning
Arturo Mendoza, Roger Trullo, Yanneck Wielhorski
In this work we propose a novel and fully automated method for extracting the yarn geometrical features in woven composites so that a direct parametrization of the textile reinforc…