-
Interpretable Forecasting of Kidney Cancer Progression via Generative AI and Symbolic Reasoning
Guillermo Prol-Castelo, Elina Syrri, Nikolaos Manginas, Vasileios Manginas, Jon Sánchez-Valle, Nikos Katzouris, Georgios Paliouras, Alfonso Valencia, Davide Cirillo — bioRxiv (preprint), 2026
DOI
-
Deep representation learning for temporal inference in cancer omics: a systematic literature review
Guillermo Prol-Castelo, Davide Cirillo, Alfonso Valencia — Briefings in Bioinformatics, 2026
DOI
-
3D Quantification of Viral Transduction Efficiency in Living Human Retinal Organoids
Teresa S. Rogler, Katja A. Salbaum, Achim T. Brinkop, Selina M. Sonntag, Rebecca James, Elijah R. Shelton, Alina Thielen, Roland Rose, Sabrina Babutzka, Thomas Klopstock, Stylianos Michalakis, Friedhelm Serwane — Small Methods, 2025
Acknowledged as software contributor
DOI
-
Explainable Generative AI Uncovers a Molecular Continuum in Medulloblastoma with Implications for Rare Cancer Subtyping and Treatment Equity
Guillermo Prol-Castelo, Alejandro Tejada-Lapuerta, Beatriz Urda-García, Iker Núñez-Carpintero, Erica Garcia-Verellen, Arnau Montagud, Alfonso Valencia, Davide Cirillo — bioRxiv (preprint), 2024
DOI
-
La inteligencia artificial en biomedicina: oportunidades y desafíos
Guillermo Prol-Castelo, Beatriz Urda, Iker Núñez-Carpintero, Davide Cirillo, Alfonso Valencia — AmbioCiencias, 2022
Scientific outreach piece, in Spanish
DOI