Contrastive and Attention-Based Multiple Instance Learning for the Prediction of Sentinel Lymph Node Status from Histopathologies of Primary Melanoma Tumours. - Carlos Hernández-Pérez; Marc Combalia Escudero; Susana Puig; Josep Malvehy; Verónica Vilaplana Besler (CaPTion@MICCAI, 2022)

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 (CVPR Workshops, 2024)

Breast Cancer Molecular Subtyping from H&E Whole Slide Images Using Foundation Models and Transformers. - Lauren Jimenez-Martin; Carlos Hernández-Pérez; Verónica Vilaplana (Deep-Breath@MICCAI, 2024)

SurvLIMEpy: A Python package implementing SurvLIME. - Cristian Pachón-García; Carlos Hernández-Pérez; Pedro Delicado; Verónica Vilaplana (Expert Syst. Appl., 2024)

Comparative analysis and interpretability of survival models for melanoma prognosis. - Carlos Hernández-Pérez; Sebastian Podlipnik; Joan Ficapal; Susana Puig; Josep Malvehy; Verónica Vilaplana (Comput. Biol. Medicine, 2025)