Tiziana Sanavia

19 papers B 2Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Beyond Cox Models: Assessing the Performance of Machine-Learning Methods in Non-Proportional Hazards and Non-Linear Survival Analysis. CoRR Ivan Rossi, Flavio Sartori, Cesare Rollo, Giovanni Birolo, Piero Fariselli, Tiziana Sanavia
2025	J	`jnl`	Beyond Cox models: Assessing the performance of machine-learning methods in non-proportional hazards and non-linear survival analysis. Comput. Biol. Medicine Giovanni Birolo, Ivan Rossi, Flavio Sartori, Cesare Rollo, Piero Fariselli, Tiziana Sanavia
2025	J	`jnl`	JanusDDG: A Thermodynamics-Compliant Model for Sequence-Based Protein Stability via Two-Fronts Multi-Head Attention. CoRR Guido Barducci, Ivan Rossi, Francesco Codicè, Cesare Rollo, Valeria Repetto, Corrado Pancotti, Virginia Iannibelli, Tiziana Sanavia, Piero Fariselli
2025	J	`jnl`	Mass Balance Approximation of Unfolding Improves Potential-Like Methods for Protein Stability Predictions. CoRR Ivan Rossi, Guido Barducci, Tiziana Sanavia, Paola Turina, Emidio Capriotti, Piero Fariselli
2025	J	`jnl`	Sparsity is All You Need: Rethinking Biological Pathway-Informed Approaches in Deep Learning. CoRR Isabella Caranzano, Corrado Pancotti, Cesare Rollo, Flavio Sartori, Pietro Liò, Piero Fariselli, Tiziana Sanavia
2025	J	`jnl`	SurvHive: a package to consistently access multiple survival-analysis packages. CoRR Giovanni Birolo, Ivan Rossi, Flavio Sartori, Cesare Rollo, Tiziana Sanavia, Piero Fariselli
2025	J	`jnl`	VAE-Surv: A novel approach for genetic-based clustering and prognosis prediction in myelodysplastic syndromes. Comput. Methods Programs Biomed. 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
2024	—	`conf`	ALSFRS-R Score Prediction for Amyotrophic Lateral Sclerosis. CLEF (Working Notes) Guido Barducci, Flavio Sartori, Giovanni Birolo, Tiziana Sanavia, Piero Fariselli
2024	J	`jnl`	MUSE-XAE: MUtational Signature Extraction with eXplainable AutoEncoder enhances tumour types classification. Bioinform. Corrado Pancotti, Cesare Rollo, Francesco Codicè, Giovanni Birolo, Piero Fariselli, Tiziana Sanavia
2024	J	`jnl`	SYNDSURV: A simple framework for survival analysis with data distributed across multiple institutions. Comput. Biol. Medicine Cesare Rollo, Corrado Pancotti, Giovanni Birolo, Ivan Rossi, Tiziana Sanavia, Piero Fariselli
2024	B	`conf`	Survival Model Optimization via Federated Learning: A Study Combining Simulations and Experiments. IEEE Big Data 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
2023	J	`jnl`	Signature literature review reveals AHCY, DPYSL3, and NME1 as the most recurrent prognostic genes for neuroblastoma. BioData Min. Davide Chicco, Tiziana Sanavia, Giuseppe Jurman
2023	J	`jnl`	The need for multimodal health data modeling: A practical approach for a federated-learning healthcare platform. J. Biomed. Informatics Francesco Cremonesi, Vincent Planat, Varvara Kalokyri, Haridimos Kondylakis, Tiziana Sanavia, Victor Miguel Mateos Resinas, Babita Singh, Silvia Uribe
2022	—	`conf`	Multi-Event Survival Prediction for Amyotrophic Lateral Sclerosis. CLEF (Working Notes) Corrado Pancotti, Giovanni Birolo, Tiziana Sanavia, Cesare Rollo, Piero Fariselli
2022	J	`jnl`	Predicting protein stability changes upon single-point mutation: a thorough comparison of the available tools on a new dataset. Briefings Bioinform. Corrado Pancotti, Silvia Benevenuta, Giovanni Birolo, Virginia Alberini, Valeria Repetto, Tiziana Sanavia, Emidio Capriotti, Piero Fariselli
2013	J	`jnl`	Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data. Source Code Biol. Medicine Grzegorz Zycinski, Annalisa Barla, Margherita Squillario, Tiziana Sanavia, Barbara Di Camillo, Alessandro Verri
2012	—	`—`	Biomarker lists stability in genomic studies. Tiziana Sanavia
2012	B	`conf`	Discriminant functional gene groups identification with machine learning and prior knowledge. ESANN Grzegorz Zycinski, Margherita Squillario, Annalisa Barla, Tiziana Sanavia, Alessandro Verri, Barbara Di Camillo
2012	J	`jnl`	Improving biomarker list stability by integration of biological knowledge in the learning process. BMC Bioinform. Tiziana Sanavia, Fabio Aiolli, Giovanni Da San Martino, Andrea Bisognin, Barbara Di Camillo