RIZZO, GIOVANNA
RIZZO, GIOVANNA
Istituto di Sistemi e Tecnologie Industriali Intelligenti per il Manifatturiero Avanzato - STIIMA (ex ITIA)
A Comprehensive Framework for Uncertainty Quantification of Voxel-Wise Supervised Deep Learning Models in IVIM MRI
2026 Casali, N.; Brusaferri, A.; Baselli, G.; Fumagalli, S.; Micotti, E.; Forloni, G.; Hussain, R.; Rizzo, G.; Mastropietro, A.
Impacts of an antioxidant-rich diet and lifestyle factors on gut microbiota diversity and brain health: An exploratory analysis from the NutBrain study
2026 Prinelli, F.; Mastropietro, A.; Bernini, S.; Camboni, T.; Consolandi, C.; Conti, S.; Costa, A.; Cotta Ramusino, M.; Jesuthasan, N.; Pansarasa, O.; Perdixi, E.; Pichiecchio, A.; Rizzo, G.; Scarian, E.; Severgnini, M.
mHealth Coaching Towards Healthy Aging in Physical Activity and Nutrition Domain: Protocol and Baseline Assessment
2026 Perego, Paolo; Sironi, Roberto D.; Mastropietro, Alfonso; Pianta, Giovanna; Sacchetti, Marcella; Macchi, Giuditta C.; Guanziroli, Eleonora; Cavallaro, Riccardo; Turoli, Daniela; Rizzo, Giovanna; Molteni, Franco; Salmaggi, Andrea; Andreoni, Giuseppe
Multimodal Evaluation of Mental Workload and Engagement in Upper-Limb Robot-Assisted Motor Tasks
2026 Zanco, C.; Mondellini, M.; Lavit Nicora, M.; Malosio, M.; Tauro, G.; Rizzo, G.; Mastropietro, A.
Assessment of uncertainty and calibration of voxel-wise supervised modeling in IVIM
2025 Casali, Nicola; Brusaferri, Alessandro; Baselli, Giuseppe; Fumagalli, Stefano; Edoardo, Micotti; Forloni, Gianluigi; Hussein, Riaz; Rizzo, Giovanna; Mastropietro, Alfonso
Evaluating sense of embodiment in virtual reality with EEG: A scoping review
2025 Arlati, S.; Mondellini, M.; Rizzo, G.; Mastropietro, A.
Evaluating the health and fitness benefits of a 6-month FES-cycling program on a recumbent trike for individuals with motor complete SCI: a pilot study
2025 Sanna, N.; Nossa, R.; Biffi, E.; Guanziroli, E.; Diella, E.; Ferrante, S.; Molteni, F.; Peruzzo, D.; Casali, N.; Mastropietro, A.; Rizzo, G.; Tarabini, M.; Pedrocchi, A.; Ambrosini, E.
Evaluation of Mental Workload and Stress While Driving with and without Steering Aids in a Virtual City Scenario
2025 Arlati, S.; Costantini, S.; Zanco, C.; Mondellini, M.; Colombo, V.; Sacco, M.; Rizzo, G.; Storm, F.; Mastropietro, A.
Exploring foundation models for multi-class muscle segmentation in MR images of neuromuscular disorders: A comparative analysis of accuracy and uncertainty
2025 Casali, Nicola; Brusaferri, Alessandro; Baselli, Giuseppe; Moscatelli, Marco; Aquino, Domenico; Grisoli, Marina; Rizzo, Giovanna; Mastropietro, Alfonso
Leveraging deep learning for improving parameter extraction from perfusion MR images: A narrative review
2025 Scalco, Elisa; Rizzo, Giovanna; Bertolino, Nicola; Mastropietro, Alfonso
Multiparametric MRI Assessment of Morpho-Functional Muscle Changes Following a 6-Month FES-Cycling Training Program: Pilot Study in People With a Complete Spinal Cord Injury
2025 Mastropietro, Alfonso; Peruzzo, Denis; Taccogna, Maria Giovanna; Sanna, Nicole; Casali, Nicola; Nossa, Roberta; Biffi, Emilia; Ambrosini, Emilia; Pedrocchi, Alessandra; Rizzo, Giovanna
Physics-Informed CNN Ensemble for Improved Tissue Perfusion and Diffusion Estimation with Uncertainty Quantification in IVIM MRI
2025 Casali, N.; Brusaferri, A.; Baselli, G.; Fumagalli, S.; Micotti, E.; Forloni, G.; Hussein, R.; Rizzo, G.; Mastropietro, A.
Predictive value of tumoral and peritumoral radiomic features in neoadjuvant chemotherapy response for breast cancer: a retrospective study
2025 Pesapane, F.; Rotili, A.; Scalco, E.; Pupo, D.; Carriero, S.; Corso, F.; De Marco, P.; Origgi, D.; Nicosia, L.; Ferrari, F.; Penco, S.; Pizzamiglio, M.; Rizzo, G.; Cassano, E.
Spectral Information Dynamics of Cortical Signals Uncover the Hierarchical Organization of the Human Brain's Motor Network
2025 Antonacci, Y.; Bara, C.; Sparacino, L.; Pirovano, I.; Mastropietro, A.; Rizzo, G.; Faes, L.
A Genetic Programming Approach to Radiomic-Based Feature Construction for Survival Prediction in Non-Small Cell Lung Cancer
2024 Scalco, Elisa; Gómez-Flores, Wilfrido; Rizzo, Giovanna
Classification of Muscular Dystrophies from MR Images Improves Using the Swin Transformer Deep Learning Model
2024 Mastropietro, A.; Casali, N.; Taccogna, M. G.; D'Angelo, M. G.; Rizzo, G.; Peruzzo, D.
Methodological issues in radiomics: impact on accuracy of MRI for predicting response to neoadjuvant chemotherapy in breast cancer
2024 Netti, Sofia; D'Ecclesiis, Oriana; Corso, Federica; Botta, Francesca; Origgi, Daniela; Pesapane, Filippo; Agazzi, Giorgio Maria; Rotili, Anna; Gaeta, Aurora; Scalco, Elisa; Rizzo, Giovanna; Jereczek-Fossa, Barbara Alicja; Cassano, Enrico; Curigliano, Giuseppe; Gandini, Sara; Raimondi, Sara
Positional contrastive learning for improved thigh muscle segmentation in MR images
2024 Casali, Nicola; Scalco, Elisa; Taccogna, Maria Giovanna; Lauretani, Fulvio; Porcelli, Simone; Ciuni, Andrea; Mastropietro, Alfonso; Rizzo, Giovanna
Uncertainty quantification in multi‐class segmentation: Comparison between Bayesian and non‐Bayesian approaches in a clinical perspective
2024 Scalco, Elisa; Pozzi, Silvia; Rizzo, Giovanna; Lanzarone, Ettore
A Multimodal Approach Exploiting EEG to Investigate the Effects of VR Environment on Mental Workload
2023 Mondellini, Marta; Pirovano, Ileana; Colombo, VERA MARIA; Arlati, Sara; Sacco, Marco; Rizzo, Giovanna; Mastropietro, Alfonso
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Comprehensive Framework for Uncertainty Quantification of Voxel-Wise Supervised Deep Learning Models in IVIM MRI | 1-gen-2026 | Casali, N.; Brusaferri, A.; Baselli, G.; Fumagalli, S.; Micotti, E.; Forloni, G.; Hussain, R.; Rizzo, G.; Mastropietro, A. | |
| Impacts of an antioxidant-rich diet and lifestyle factors on gut microbiota diversity and brain health: An exploratory analysis from the NutBrain study | 1-gen-2026 | Prinelli, F.; Mastropietro, A.; Bernini, S.; Camboni, T.; Consolandi, C.; Conti, S.; Costa, A.; Cotta Ramusino, M.; Jesuthasan, N.; Pansarasa, O.; Perdixi, E.; Pichiecchio, A.; Rizzo, G.; Scarian, E.; Severgnini, M. | |
| mHealth Coaching Towards Healthy Aging in Physical Activity and Nutrition Domain: Protocol and Baseline Assessment | 1-gen-2026 | Perego, Paolo; Sironi, Roberto D.; Mastropietro, Alfonso; Pianta, Giovanna; Sacchetti, Marcella; Macchi, Giuditta C.; Guanziroli, Eleonora; Cavallaro, Riccardo; Turoli, Daniela; Rizzo, Giovanna; Molteni, Franco; Salmaggi, Andrea; Andreoni, Giuseppe | |
| Multimodal Evaluation of Mental Workload and Engagement in Upper-Limb Robot-Assisted Motor Tasks | 1-gen-2026 | Zanco, C.; Mondellini, M.; Lavit Nicora, M.; Malosio, M.; Tauro, G.; Rizzo, G.; Mastropietro, A. | |
| Assessment of uncertainty and calibration of voxel-wise supervised modeling in IVIM | 1-gen-2025 | Casali, Nicola; Brusaferri, Alessandro; Baselli, Giuseppe; Fumagalli, Stefano; Edoardo, Micotti; Forloni, Gianluigi; Hussein, Riaz; Rizzo, Giovanna; Mastropietro, Alfonso | |
| Evaluating sense of embodiment in virtual reality with EEG: A scoping review | 1-gen-2025 | Arlati, S.; Mondellini, M.; Rizzo, G.; Mastropietro, A. | |
| Evaluating the health and fitness benefits of a 6-month FES-cycling program on a recumbent trike for individuals with motor complete SCI: a pilot study | 1-gen-2025 | Sanna, N.; Nossa, R.; Biffi, E.; Guanziroli, E.; Diella, E.; Ferrante, S.; Molteni, F.; Peruzzo, D.; Casali, N.; Mastropietro, A.; Rizzo, G.; Tarabini, M.; Pedrocchi, A.; Ambrosini, E. | |
| Evaluation of Mental Workload and Stress While Driving with and without Steering Aids in a Virtual City Scenario | 1-gen-2025 | Arlati, S.; Costantini, S.; Zanco, C.; Mondellini, M.; Colombo, V.; Sacco, M.; Rizzo, G.; Storm, F.; Mastropietro, A. | |
| Exploring foundation models for multi-class muscle segmentation in MR images of neuromuscular disorders: A comparative analysis of accuracy and uncertainty | 1-gen-2025 | Casali, Nicola; Brusaferri, Alessandro; Baselli, Giuseppe; Moscatelli, Marco; Aquino, Domenico; Grisoli, Marina; Rizzo, Giovanna; Mastropietro, Alfonso | |
| Leveraging deep learning for improving parameter extraction from perfusion MR images: A narrative review | 1-gen-2025 | Scalco, Elisa; Rizzo, Giovanna; Bertolino, Nicola; Mastropietro, Alfonso | |
| Multiparametric MRI Assessment of Morpho-Functional Muscle Changes Following a 6-Month FES-Cycling Training Program: Pilot Study in People With a Complete Spinal Cord Injury | 1-gen-2025 | Mastropietro, Alfonso; Peruzzo, Denis; Taccogna, Maria Giovanna; Sanna, Nicole; Casali, Nicola; Nossa, Roberta; Biffi, Emilia; Ambrosini, Emilia; Pedrocchi, Alessandra; Rizzo, Giovanna | |
| Physics-Informed CNN Ensemble for Improved Tissue Perfusion and Diffusion Estimation with Uncertainty Quantification in IVIM MRI | 1-gen-2025 | Casali, N.; Brusaferri, A.; Baselli, G.; Fumagalli, S.; Micotti, E.; Forloni, G.; Hussein, R.; Rizzo, G.; Mastropietro, A. | |
| Predictive value of tumoral and peritumoral radiomic features in neoadjuvant chemotherapy response for breast cancer: a retrospective study | 1-gen-2025 | Pesapane, F.; Rotili, A.; Scalco, E.; Pupo, D.; Carriero, S.; Corso, F.; De Marco, P.; Origgi, D.; Nicosia, L.; Ferrari, F.; Penco, S.; Pizzamiglio, M.; Rizzo, G.; Cassano, E. | |
| Spectral Information Dynamics of Cortical Signals Uncover the Hierarchical Organization of the Human Brain's Motor Network | 1-gen-2025 | Antonacci, Y.; Bara, C.; Sparacino, L.; Pirovano, I.; Mastropietro, A.; Rizzo, G.; Faes, L. | |
| A Genetic Programming Approach to Radiomic-Based Feature Construction for Survival Prediction in Non-Small Cell Lung Cancer | 1-gen-2024 | Scalco, Elisa; Gómez-Flores, Wilfrido; Rizzo, Giovanna | |
| Classification of Muscular Dystrophies from MR Images Improves Using the Swin Transformer Deep Learning Model | 1-gen-2024 | Mastropietro, A.; Casali, N.; Taccogna, M. G.; D'Angelo, M. G.; Rizzo, G.; Peruzzo, D. | |
| Methodological issues in radiomics: impact on accuracy of MRI for predicting response to neoadjuvant chemotherapy in breast cancer | 1-gen-2024 | Netti, Sofia; D'Ecclesiis, Oriana; Corso, Federica; Botta, Francesca; Origgi, Daniela; Pesapane, Filippo; Agazzi, Giorgio Maria; Rotili, Anna; Gaeta, Aurora; Scalco, Elisa; Rizzo, Giovanna; Jereczek-Fossa, Barbara Alicja; Cassano, Enrico; Curigliano, Giuseppe; Gandini, Sara; Raimondi, Sara | |
| Positional contrastive learning for improved thigh muscle segmentation in MR images | 1-gen-2024 | Casali, Nicola; Scalco, Elisa; Taccogna, Maria Giovanna; Lauretani, Fulvio; Porcelli, Simone; Ciuni, Andrea; Mastropietro, Alfonso; Rizzo, Giovanna | |
| Uncertainty quantification in multi‐class segmentation: Comparison between Bayesian and non‐Bayesian approaches in a clinical perspective | 1-gen-2024 | Scalco, Elisa; Pozzi, Silvia; Rizzo, Giovanna; Lanzarone, Ettore | |
| A Multimodal Approach Exploiting EEG to Investigate the Effects of VR Environment on Mental Workload | 1-gen-2023 | Mondellini, Marta; Pirovano, Ileana; Colombo, VERA MARIA; Arlati, Sara; Sacco, Marco; Rizzo, Giovanna; Mastropietro, Alfonso |