Assistant professor
My doctoral research focused on probabilistic models of neuronal membrane potential dynamics. After several years working in applied probability, my research gradually shifted toward statistical learning and its applications to biomedical data. My current research interests include modeling cancer evolution and developing statistical and machine learning methods for the analysis of complex biological data, with a particular focus on omics and multi-omics data.
- Assistant professor, Mathematics department, University of Turin
- Postdoctoral researcher, Mathematics department, University of Turin
- PhD in Mathematics, University of Turin, and PhD in Molecular Biology, Université Joseph Fourier (Grenoble)
- Master of Science in Mathematics, University of Turin
Image-Guided Microwave Ablation of Liver Tumours Using a 150-W Generator: Ex Vivo and Multicenter in Vivo Predictability Assessment
Calandri, Marco; Van Der Lei, Susan; Cignini, Valentina; Neuss, Timothy; Serafini, Alessandro; Risi, Gaetano; Menchini, Francesca; Ciferri, Fernanda; Gatti, Marco; Gazzera, Carlo; Fonio, Paolo; Sirovich, Roberta; Meijerink, Martijn Ruben
Cardiovascular and Interventional Radiology (2026-03-01)
Space debris detection from orbit: a prototype detector study
Reynaud, Federico; Abrate, Matteo; Coretti, Antonio Giulio; Bertaina, Mario Edoardo; Frasson, Andrea; Montanaro, Antonio; Bonino, Raffaella; Sirovich, Roberta
Journal of Space Safety Engineering (2026-01-01)
Implementation of the Stack-CNN Algorithm for Space Debris Detection on FPGA Board
Abrate, Matteo; Reynaud, Federico; Bertaina, Mario Edoardo; Coretti, Antonio Giulio; Frasson, Andrea; Montanaro, Antonio; Bonino, Raffaella; Sirovich, Roberta
Applied Sciences Switzerland (2025-09-01)
Study Protocol DEDICATE: Italian Multicenter Study on the Treatment of Visceral Aneurysms with the Derivo Peripher and Derivo 2 Flow Diverter Stent
Discalzi, Andrea; Nardelli, Floriana; Ficara, Bruno; Comelli, Simone; de Donato, Gianmarco; Fanelli, Fabrizio; Quaretti, Pietro; Sallemi, Claudio; Semeraro, Vittorio; Sirovich, Roberta; Calandri, Marco; Vallone, Mario; Stanca, Carmelo; Solcia, Marco; Rossato, Denis; Pelle, Giuseppe; Patanè, Domenico; Pampana, Enrico; Muratore, Pierluigi; Moramarco, Lorenzo Paolo; Moniaci, Diego; Maresca, Silvio; Mancini, Andrea; Ierardi, Anna Maria; Fazzini, Stefano; Epifani, Enrico; Di Bartolomeo, Francesco; Doriguzzi Breatta, Andrea; Corona, Mario; Coi, Fabrizio; Chegai, Fabrizio; Casadei, Andrea; Cappucci, Matteo; Boi, Luca; Beneventi, Alessandro; Beleú, Alessandro; Beghetto, Mario; Arpesani, Roberto; Allegritti, Massimiliano
Cardiovascular and Interventional Radiology (2025-05-01)
Combined single-photon emission computed tomography-myocardial perfusion imaging with coronary calcium score for assessing coronary disease
Calandri, Enrico; Verdoia, Monica; Sirovich, Roberta; Giraudo, Maria Teresa; Pultrone, Mirco; Frantellizzi, Viviana; Viola, Orazio; Crivelli, Francesca; Gallina, Sonya; Serralunga, Monica; Rognoni, Andrea; De Vincentis, Giuseppe
Nuclear Medicine Communications (2025-01-01)
Functional Data Analysis and Clustering of Haematological Parameters in SARS-CoV-2 Patients
Volpatto, Daniela; Frattarola, Marco; Pernice, Simone; Cordero, Francesca; Beccuti, Marco; Mengozzi, Giulio; De Angelis, Stefano; Sirovich, Roberta
Lecture Notes in Computer Science (2025-01-01)
Extension of the GreatMod Modeling Framework to Simulate Non-Markovian Processes with General-Distributed Events
Terrone, Irene; Volpatto, Daniela; Pernice, Simone; Amparore, Elvio; Sirovich, Roberta; Cordero, Francesca; Beccuti, Marco
Lecture Notes in Computer Science (2025-01-01)
Synchronies and asynchronies in the development of COVID-19 pandemic in Italy
Giraudo, Maria Teresa; Falcone, Manuele; Cislaghi, Cesare; Cordero, Francesca; Pernice, Simone; Sirovich, Roberta
Epidemiologia E Prevenzione (2024-05-01)
A new computational workflow to guide personalized drug therapy
Pernice, Simone; Maglione, Alessandro; Tortarolo, Dora; Sirovich, Roberta; Clerico, Marinella; Rolla, Simona; Beccuti, Marco; Cordero, Francesca
Journal of Biomedical Informatics (2023-12-01)
CONNECTOR, fitting and clustering of longitudinal data to reveal a new risk stratification system
Pernice, Simone; Sirovich, Roberta; Grassi, Elena; Viviani, Marco; Ferri, Martina; Sassi, Francesco; Alessandrì, Luca; Tortarolo, Dora; Calogero, Raffaele A.; Trusolino, Livio; Bertotti, Andrea; Beccuti, Marco; Olivero, Martina; Cordero, Francesca
Bioinformatics (2023-05-01)
Usefulness of 99mTc-Pertechnetate SPECT-CT in Thyroid Tissue Volume-try: Phantom Studies and a Clinical Case Series
Calandri, Enrico; Giraudo, Maria Teresa; Sirovich, Roberta; Ostan, Antonella; Pultrone, Mirco; Frantellizzi, Viviana; Conversano, Lucia; Bagnasacco, Paolo; Gallina, Sonya; De Vincentis, Giuseppe
Current Radiopharmaceuticals (2022-09-01)
Multi-institutional analysis of outcomes for thermosphere microwave ablation treatment of colorectal liver metastases: the SMAC study
De Cobelli, Francesco; Calandri, Marco; Della Corte, Angelo; Sirovich, Roberta; Gazzera, Carlo; Della Vigna, Paolo; Bonomo, Guido; Varano, Gianluca Maria; Maiettini, Daniele; Mauri, Giovanni; Camisassi, Nicola; Steidler, Stephanie; Ratti, Francesca; Gusmini, Simone; Ronzoni, Monica; Aldrighetti, Luca; Odisio, Bruno C.; Racca, Patrizia; Fonio, Paolo; Veltri, Andrea; Orsi, Franco
European Radiology (2022-06-01)
e-Rum2020: how we turned a physical conference into a successful virtual even
Fortuna, Mariachiara; Vitalini, Francesca; Signorelli, Mirko; Furfaro, Emanuela; Marini, Federico; Janssenswillen, Gert; Porreca, Riccardo; Rossi, Riccardo L.; Guzzo, Andrea; Sirovich, Roberta; Melloncelli, Andrea; Salvi, Lorenzo; Signorelli, Serena; Chiarello, Filippo
R Journal (2020-12-01)
Following the gold trail: Reward influences on spatial exploration in neglect
Neppi-Mòdona, Marco; Sirovich, Roberta; Cicerale, Alessandro; Richard, Nathalie; Pradat-Diehl, Pascale; Sirigu, Angela; Duhamel, Jean René
Cortex (2020-08-01)
On the first positive and negative excursion exceeding a given length
Sirovich, Roberta; Testa, Luisa
Statistics and Probability Letters (2019-07-01)
A review of the deterministic and diffusion approximations for stochastic chemical reaction networks
Mozgunov, Pavel; Beccuti, Marco; Horvath, Andras; Jaki, Thomas; Sirovich, Roberta; Bibbona, Enrico
Reaction Kinetics Mechanisms and Catalysis (2018-04-01)
A mathematical model to study breast cancer growth
Chivassa, Giorgia; Fornari, Chiara; Sirovichr, Roberta; Pennisi, Marzio; Beccuti, Marco; Cordero, Francesca
Proceedings 2017 IEEE International Conference on Bioinformatics and Biomedicine Bibm 2017 (2017-12-15)
Analysis of timed properties using the jump-diffusion approximation
Ballarini, Paolo; Beccuti, Marco; Bibbona, Enrico; Horvath, Andras; Sirovich, Roberta; Sproston, Jeremy
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics (2017-01-01)
A new firing paradigm for integrate and fire stochastic neuronal models
Sirovich, Roberta; Testa, Luisa
Mathematical Biosciences and Engineering (2016-06-01)
Approximate analysis of biological systems by hybrid switching jump diffusion
Angius, Alessio; Balbo, Gianfranco; Beccuti, Marco; Bibbona, Enrico; Horvath, Andras; Sirovich, Roberta
Theoretical Computer Science (2015-07-04)
Cooperative behavior in a jump diffusion model for a simple network of spiking neurons
Sirovich, Roberta; Sacerdote, Laura; Villa, Alessandro E.P.
Mathematical Biosciences and Engineering (2014-04-01)
Analysis of Petri net models through stochastic differential equations
Beccuti, Marco; Bibbona, Enrico; Horvath, Andras; Sirovich, Roberta; Angius, Alessio; Balbo, Gianfranco
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics (2014-01-01)
Non-parametric estimation of mutual information through the entropy of the linkage
Giraudo, Maria Teresa; Sacerdote, Laura; Sirovich, Roberta
Entropy (2013-01-01)
A copulas approach to neuronal networks models
Sacerdote, Laura; Sirovich, Roberta
Journal of Physiology Paris (2010-05-01)
Altered molecular pathways in melanocytic lesions
Scatolini, Maria; Grand, Maurizia Mello; Grosso, Enrico; Venesio, Tiziana; Pisacane, Alberto; Balsamo, Antonella; Sirovich, Roberta; Risio, Mauro; Chiorino, Giovanna
International Journal of Cancer (2010-04-15)
Estimating input parameters from intracellular recordings in the Feller neuronal model
Bibbona, Enrico; Lansky, Petr; Sirovich, Roberta
Physical Review E Statistical Nonlinear and Soft Matter Physics (2010-03-25)
Errors in estimation of the input signal for integrate-and-fire neuronal models
Bibbona, Enrico; Lansky, Petr; Sacerdote, Laura; Sirovich, Roberta
Physical Review E Statistical Nonlinear and Soft Matter Physics (2008-07-24)
Effect of increasing inhibitory inputs on information processing within a small network of spiking neurons
Sirovich, Roberta; Sacerdote, Laura; Villa, Alessandro E.P.
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics (2007-01-01)
Noise induced phenomena in jump diffusion models for single neuron spike activity
Sirovich, Roberta; Sacerdote, Laura
IEEE International Conference on Neural Networks Conference Proceedings (2004-12-01)
Effects of random jumps on a very simple neuronal diffusion model
Giraudo, Maria Teresa; Sacerdote, Laura; Sirovich, Roberta
Biosystems (2002-01-01)