Carlos Hernández-Pérez

According to our database, Carlos Hernández-Pérez authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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

2024

SurvLIMEpy: A Python package implementing SurvLIME.

Cristian Pachón-García, Carlos Hernández-Pérez, Pedro Delicado, Verónica Vilaplana

Expert Syst. Appl., March, 2024

Breast Cancer Molecular Subtyping from H&E Whole Slide Images Using Foundation Models and Transformers.

Lauren Jimenez-Martin, Carlos Hernández-Pérez, Verónica Vilaplana

Proceedings of the Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

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

Proceedings of the Cancer Prevention Through Early Detection, 2022