Vilaplana, Verónica

6 publications

CVPRW 2024 Bridging Domains in Melanoma Diagnostics: Predicting BRAF Mutations and Sentinel Lymph Node Positivity with Attention-Based Models in Histological Images Carlos Hernández-Pérez, Lauren Jimenez-Martin, Verónica Vilaplana

MIDL 2024 Cell-DETR: Efficient Cell Detection and Classification in WSIs with Transformers Oscar Pina, Eduard Dorca, Veronica Vilaplana

CVPRW 2024 Unsupervised Domain Adaptation for Multi-Stain Cell Detection in Breast Cancer with Transformers Oscar Pina, Verónica Vilaplana

MIDL 2023 Structural Networks for Brain Age Prediction Oscar Pina, Irene Cumplido-Mayoral, Raffaele Cacciaglia, José María González-de-Echávarri, Juan Domingo Gispert, Verónica Vilaplana

CVPRW 2020 Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification Marc Combalia, Ferran Hueto, Susana Puig, Josep Malvehy, Verónica Vilaplana

ICCVW 2019 Picking Groups Instead of Samples: A Close Look at Static Pool-Based Meta-Active Learning Ignasi Mas, Ramon Morros, Verónica Vilaplana