CASALI, NICOLA
CASALI, NICOLA
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.
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 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.
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
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.
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.
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
| 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. | |
| 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 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. | |
| 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 | |
| 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. | |
| 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. | |
| 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 |