GUASTAVINO, SABRINA
GUASTAVINO, SABRINA
100021 - Dipartimento di Matematica
A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics
2024-01-01 Marchetti, F.; Guastavino, S.; Campi, C.; Benvenuto, F.; Piana, M.
A consistent and numerically efficient variable selection method for sparse Poisson regression with applications to learning and signal recovery
2019-01-01 Guastavino, Sabrina; Benvenuto, Federico
A mathematical model for image saturation with an application to the restoration of solar images via adaptive sparse deconvolution
2020-01-01 Guastavino, S.; Benvenuto, F.
A Theoretical Framework for Shared Reasoning Fragility in Clinician-Chatbot Interactions Through the Example of Antibiotic Prescribing
2026-01-01 Giacobbe, Daniele Roberto; Grossi, Alessandra Agnese; Marelli, Cristina; Muccio, Marco; Guastavino, Sabrina; Murgia, Ylenia; Mora, Sara; Signori, Alessio; Rosso, Nicola; Giacomini, Mauro; Campi, Cristina; Piana, Michele; Bassetti, Matteo
Advantages and limitations of large language models for antibiotic prescribing and antimicrobial stewardship
2025-01-01 Giacobbe, Daniele Roberto; Marelli, Cristina; La Manna, Bianca; Padua, Donatella; Malva, Alberto; Guastavino, Sabrina; Signori, Alessio; Mora, Sara; Rosso, Nicola; Campi, Cristina; Piana, Michele; Murgia, Ylenia; Giacomini, Mauro; Bassetti, Matteo
AI for feature selection in the context of geomagnetic solar events prediction
2024-01-01 Camattari, Fabiana; Guastavino, Sabrina; Marchetti, Francesco; Piana, Michele; Perracchione, Emma
AI-based feature selection techniques: can we predict geoeffective solar events?
2025-01-01 Camattari, Fabiana; Guastavino, Sabrina; Marchetti, Francesco; Piana, Michele; Massone, Anna Maria
AI-Based Modular Warning Machine for Risk Identification in Proximity Healthcare
2025-01-01 Razzetta, Chiara; Noei, Shahryar; Barbarossa, Federico; Spairani, Edoardo; Roascio, Monica; Barbi, Elisa; Ciacci, Giulia; Sommariva, Sara; Guastavino, Sabrina; Piana, Michele; Lenge, Matteo; Arnulfo, Gabriele; Magenes, Giovanni; Maranesi, Elvira; Amabili, Giulio; Massone, Anna Maria; Benvenuto, Federico; Jurman, Giuseppe; Sona, Diego; Campi, Cristina
Antibiotics and Artificial Intelligence: Clinical Considerations on a Rapidly Evolving Landscape
2025-01-01 Giacobbe, Daniele Roberto; Guastavino, Sabrina; Marelli, Cristina; Murgia, Ylenia; Mora, Sara; Signori, Alessio; Rosso, Nicola; Giacomini, Mauro; Campi, Cristina; Piana, Michele; Bassetti, Matteo
Artificial intelligence and prescription of antibiotic therapy: present and future
2024-01-01 Giacobbe, D. R.; Marelli, C.; Guastavino, S.; Signori, A.; Mora, S.; Rosso, N.; Campi, C.; Piana, M.; Murgia, Y.; Giacomini, M.; Bassetti, M.
Artificial Intelligence for the Characterization of the 2024 May Superstorm: Active Region Classification, Flare Forecasting, and Geomagnetic Storm Prediction
2025-01-01 Guastavino, S.; Legnaro, E.; Massone, A. M.; Piana, M.
Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning
2022-01-01 Guastavino, Sabrina; Piana, Michele; Benvenuto, Federico
Classifier-dependent feature selection via greedy methods
2024-01-01 Camattari, Fabiana; Guastavino, Sabrina; Marchetti, Francesco; Piana, Michele; Perracchione, Emma
Convergence Rates of Spectral Regularization Methods: A Comparison between Ill-Posed Inverse Problems and Statistical Kernel Learning
2020-01-01 Guastavino, Sabrina; Benvenuto, Federico
Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers
2025-01-01 Legnaro, E.; Guastavino, S.; Piana, M.; Massone, A. M.
Deep Learning for the Early Diagnosis of Candidemia
2025-01-01 Giacobbe, D. R.; Guastavino, S.; Razzetta, A.; Marelli, C.; Mora, S.; Russo, C.; Brucci, G.; Limongelli, A.; Vena, A.; Mikulska, M.; Signori, A.; Di Biagio, A.; Marchese, A.; Murgia, Y.; Muccio, M.; Rosso, N.; Piana, M.; Giacomini, M.; Campi, C.; Bassetti, M.
Desaturating SDO/AIA Observations of Solar Flaring Storms
2019-01-01 Guastavino, S.; Piana, M.; Massone, A. M.; Schwartz, R.; Benvenuto, F.
Disentangling the Anomalous Acceleration of Coronal Mass Ejections via Turbulent Energy Conversion
2026-01-01 Telloni, Daniele; Guastavino, Sabrina; Zank, Gary P.; Sorriso-Valvo, Luca; Bruno, Roberto; Massone, Anna Maria; Benvenuto, Federico; Piana, Michele
Early diagnosis of candidemia with explainable machine learning on automatically extracted laboratory and microbiological data: results of the AUTO-CAND project
2023-01-01 Giacobbe, D. R.; Marelli, C.; Mora, S.; Guastavino, S.; Russo, C.; Brucci, G.; Limongelli, A.; Vena, A.; Mikulska, M.; Tayefi, M.; Peluso, S.; Signori, A.; Di Biagio, A.; Marchese, A.; Campi, C.; Giacomini, M.; Bassetti, M.
Estimating Coronal Mass Ejection Arrival with Ensemble Physics-Driven Machine Learning: The May 2024 Superstorm Case
2026-01-01 Guastavino, Sabrina; Legnaro, Edoardo; Massone, Anna Maria; Piana, Michele
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics | 1-gen-2024 | Marchetti, F.; Guastavino, S.; Campi, C.; Benvenuto, F.; Piana, M. | |
| A consistent and numerically efficient variable selection method for sparse Poisson regression with applications to learning and signal recovery | 1-gen-2019 | Guastavino, Sabrina; Benvenuto, Federico | |
| A mathematical model for image saturation with an application to the restoration of solar images via adaptive sparse deconvolution | 1-gen-2020 | Guastavino, S.; Benvenuto, F. | |
| A Theoretical Framework for Shared Reasoning Fragility in Clinician-Chatbot Interactions Through the Example of Antibiotic Prescribing | 1-gen-2026 | Giacobbe, Daniele Roberto; Grossi, Alessandra Agnese; Marelli, Cristina; Muccio, Marco; Guastavino, Sabrina; Murgia, Ylenia; Mora, Sara; Signori, Alessio; Rosso, Nicola; Giacomini, Mauro; Campi, Cristina; Piana, Michele; Bassetti, Matteo | |
| Advantages and limitations of large language models for antibiotic prescribing and antimicrobial stewardship | 1-gen-2025 | Giacobbe, Daniele Roberto; Marelli, Cristina; La Manna, Bianca; Padua, Donatella; Malva, Alberto; Guastavino, Sabrina; Signori, Alessio; Mora, Sara; Rosso, Nicola; Campi, Cristina; Piana, Michele; Murgia, Ylenia; Giacomini, Mauro; Bassetti, Matteo | |
| AI for feature selection in the context of geomagnetic solar events prediction | 1-gen-2024 | Camattari, Fabiana; Guastavino, Sabrina; Marchetti, Francesco; Piana, Michele; Perracchione, Emma | |
| AI-based feature selection techniques: can we predict geoeffective solar events? | 1-gen-2025 | Camattari, Fabiana; Guastavino, Sabrina; Marchetti, Francesco; Piana, Michele; Massone, Anna Maria | |
| AI-Based Modular Warning Machine for Risk Identification in Proximity Healthcare | 1-gen-2025 | Razzetta, Chiara; Noei, Shahryar; Barbarossa, Federico; Spairani, Edoardo; Roascio, Monica; Barbi, Elisa; Ciacci, Giulia; Sommariva, Sara; Guastavino, Sabrina; Piana, Michele; Lenge, Matteo; Arnulfo, Gabriele; Magenes, Giovanni; Maranesi, Elvira; Amabili, Giulio; Massone, Anna Maria; Benvenuto, Federico; Jurman, Giuseppe; Sona, Diego; Campi, Cristina | |
| Antibiotics and Artificial Intelligence: Clinical Considerations on a Rapidly Evolving Landscape | 1-gen-2025 | Giacobbe, Daniele Roberto; Guastavino, Sabrina; Marelli, Cristina; Murgia, Ylenia; Mora, Sara; Signori, Alessio; Rosso, Nicola; Giacomini, Mauro; Campi, Cristina; Piana, Michele; Bassetti, Matteo | |
| Artificial intelligence and prescription of antibiotic therapy: present and future | 1-gen-2024 | Giacobbe, D. R.; Marelli, C.; Guastavino, S.; Signori, A.; Mora, S.; Rosso, N.; Campi, C.; Piana, M.; Murgia, Y.; Giacomini, M.; Bassetti, M. | |
| Artificial Intelligence for the Characterization of the 2024 May Superstorm: Active Region Classification, Flare Forecasting, and Geomagnetic Storm Prediction | 1-gen-2025 | Guastavino, S.; Legnaro, E.; Massone, A. M.; Piana, M. | |
| Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning | 1-gen-2022 | Guastavino, Sabrina; Piana, Michele; Benvenuto, Federico | |
| Classifier-dependent feature selection via greedy methods | 1-gen-2024 | Camattari, Fabiana; Guastavino, Sabrina; Marchetti, Francesco; Piana, Michele; Perracchione, Emma | |
| Convergence Rates of Spectral Regularization Methods: A Comparison between Ill-Posed Inverse Problems and Statistical Kernel Learning | 1-gen-2020 | Guastavino, Sabrina; Benvenuto, Federico | |
| Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers | 1-gen-2025 | Legnaro, E.; Guastavino, S.; Piana, M.; Massone, A. M. | |
| Deep Learning for the Early Diagnosis of Candidemia | 1-gen-2025 | Giacobbe, D. R.; Guastavino, S.; Razzetta, A.; Marelli, C.; Mora, S.; Russo, C.; Brucci, G.; Limongelli, A.; Vena, A.; Mikulska, M.; Signori, A.; Di Biagio, A.; Marchese, A.; Murgia, Y.; Muccio, M.; Rosso, N.; Piana, M.; Giacomini, M.; Campi, C.; Bassetti, M. | |
| Desaturating SDO/AIA Observations of Solar Flaring Storms | 1-gen-2019 | Guastavino, S.; Piana, M.; Massone, A. M.; Schwartz, R.; Benvenuto, F. | |
| Disentangling the Anomalous Acceleration of Coronal Mass Ejections via Turbulent Energy Conversion | 1-gen-2026 | Telloni, Daniele; Guastavino, Sabrina; Zank, Gary P.; Sorriso-Valvo, Luca; Bruno, Roberto; Massone, Anna Maria; Benvenuto, Federico; Piana, Michele | |
| Early diagnosis of candidemia with explainable machine learning on automatically extracted laboratory and microbiological data: results of the AUTO-CAND project | 1-gen-2023 | Giacobbe, D. R.; Marelli, C.; Mora, S.; Guastavino, S.; Russo, C.; Brucci, G.; Limongelli, A.; Vena, A.; Mikulska, M.; Tayefi, M.; Peluso, S.; Signori, A.; Di Biagio, A.; Marchese, A.; Campi, C.; Giacomini, M.; Bassetti, M. | |
| Estimating Coronal Mass Ejection Arrival with Ensemble Physics-Driven Machine Learning: The May 2024 Superstorm Case | 1-gen-2026 | Guastavino, Sabrina; Legnaro, Edoardo; Massone, Anna Maria; Piana, Michele |