Cesare Rollo

According to our database, Cesare Rollo authored at least 14 papers between 2022 and 2025.

Collaborative distances:

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

2025

The specification game: rethinking the evaluation of drug response prediction for precision oncology.

Francesco Codicè, Corrado Pancotti, Cesare Rollo, Yves Moreau, Piero Fariselli, Daniele Raimondi

J. Cheminformatics, December, 2025

Neural Diffusion Processes for Physically Interpretable Survival Prediction.

Alessio Cristofoletto, Cesare Rollo, Giovanni Birolo, Piero Fariselli

CoRR, October, 2025

Sparsity is All You Need: Rethinking Biological Pathway-Informed Approaches in Deep Learning.

Isabella Caranzano, Corrado Pancotti, Cesare Rollo, Flavio Sartori, Pietro Liò, Piero Fariselli, Tiziana Sanavia

CoRR, May, 2025

JanusDDG: A Thermodynamics-Compliant Model for Sequence-Based Protein Stability via Two-Fronts Multi-Head Attention.

Guido Barducci, Ivan Rossi, Francesco Codicè, Cesare Rollo, Valeria Repetto, Corrado Pancotti, Virginia Iannibelli, Tiziana Sanavia, Piero Fariselli

CoRR, April, 2025

SurvHive: a package to consistently access multiple survival-analysis packages.

Giovanni Birolo, Ivan Rossi, Flavio Sartori, Cesare Rollo, Tiziana Sanavia, Piero Fariselli

CoRR, February, 2025

VAE-Surv: A novel approach for genetic-based clustering and prognosis prediction in myelodysplastic syndromes.

Cesare Rollo, Corrado Pancotti, Flavio Sartori, Isabella Caranzano, Saverio D'Amico, Luciana Carota, Francesco Casadei, Giovanni Birolo, Luca Lanino, Elisabetta Sauta, Gianluca Asti, Alessandro Buizza, Mattia Delleani, Elena Zazzetti, Marilena Bicchieri, Giulia Maggioni, Pierre Fenaux, Uwe Platzbecker, Maria Diez-Campelo, Torsten Haferlach, Gastone C. Castellani, Matteo Giovanni Della Porta, Piero Fariselli, Tiziana Sanavia

Comput. Methods Programs Biomed., 2025

Beyond Cox models: Assessing the performance of machine-learning methods in non-proportional hazards and non-linear survival analysis.

Giovanni Birolo, Ivan Rossi, Flavio Sartori, Cesare Rollo, Piero Fariselli, Tiziana Sanavia

Comput. Biol. Medicine, 2025

Experimenting Federated AI Models for Hematological Diseases.

Luciana Carota, Francesco Casadei, Gianluca Asti, Davide Piscia, Patricia A. Apellániz, Saverio D'Amico, Riccardo Biondi, Claudia Sala, Nono S. C. Merleau, Michel S. J. van Deventer, Raffaella Colombatti, Elisabetta Mezzalira, María del Mar Mañú Pereira, Sara Isabel Reidel, Stefano Polizzi, Sara Peluso, Cesare Rollo, Tiziana Sanavia, Piero Fariselli, Juan Parras, Alejandro Almodóvar, Santiago Zazo, Matteo Giovanni Della Porta, Federico Alvarez, Gastone C. Castellani, Enrico Giampieri

Proceedings of the Artificial Intelligence for Biomedical Data, 2025

2024

SYNDSURV: A simple framework for survival analysis with data distributed across multiple institutions.

Cesare Rollo, Corrado Pancotti, Giovanni Birolo, Ivan Rossi, Tiziana Sanavia, Piero Fariselli

Comput. Biol. Medicine, 2024

MUSE-XAE: MUtational Signature Extraction with eXplainable AutoEncoder enhances tumour types classification.

Corrado Pancotti, Cesare Rollo, Francesco Codicè, Giovanni Birolo, Piero Fariselli, Tiziana Sanavia

Bioinform., 2024

Federated AdaBoost for Survival Analysis.

Oussama Harrak, Bruno Casella, Samuele Fonio, Piero Fariselli, Gianluca Mittone, Cesare Rollo, Tiziana Sanavia, Marco Aldinucci

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

Survival Model Optimization via Federated Learning: A Study Combining Simulations and Experiments.

Francesco Casadei, Luciana Carota, Gianluca Asti, Saverio D'Amico, Davide Piscia, Santiago Zazo, Patricia A. Apellániz, Juan Parras, Claudia Sala, Cesare Rollo, Nono S. C. Merleau, Piero Fariselli, Matteo Giovanni Della Porta, Tiziana Sanavia, Federico Álvarez García, Gastone C. Castellani, Enrico Giampieri

Proceedings of the IEEE International Conference on Big Data, 2024

2022

Communities, Gateways, and Bridges: Measuring Attention Flow in the Reddit Political Sphere.

Cesare Rollo, Gianmarco De Francisci Morales, Corrado Monti, André Panisson

Proceedings of the Social Informatics - 13th International Conference, 2022

Multi-Event Survival Prediction for Amyotrophic Lateral Sclerosis.

Corrado Pancotti, Giovanni Birolo, Tiziana Sanavia, Cesare Rollo, Piero Fariselli

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022