Isabella Caranzano

According to our database, Isabella Caranzano authored at least 2 papers in 2025.

Collaborative distances:

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

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

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