PASINI, GIOVANNI
PASINI, GIOVANNI
DIPARTIMENTO DI INGEGNERIA MECCANICA E AEROSPAZIALE
[18F]psma-1007 pet/ct-based radiomics may help enhance the interpretation of bone focal uptakes in hormone-sensitive prostate cancer patients
2025 Bauckneht, Matteo; Pasini, Giovanni; Di Raimondo, Tania; Russo, Giorgio; Raffa, Stefano; Donegani, Maria Isabella; Dubois, Daniela; Peñuela, Leonardo; Sofia, Luca; Celesti, Greta; Bini, Fabiano; Marinozzi, Franco; Lanfranchi, Francesco; Laudicella, Riccardo; Sambuceti, Gianmario; Stefano, Alessandro
A Critical Analysis of the Robustness of Radiomics to Variations in Segmentation Methods in 18F-PSMA-1007 PET Images of Patients Affected by Prostate Cancer
2023 Pasini, G.; Russo, G.; Mantarro, C.; Bini, F.; Richiusa, S.; Morgante, L.; Comelli, A.; Russo, G. I.; Sabini, M. G.; Cosentino, S.; Marinozzi, F.; Ippolito, M.; Stefano, A.
A robust [18F]-PSMA-1007 radiomics ensemble model for prostate cancer risk stratification
2024 Pasini, Giovanni; Stefano, Alessandro; Mantarro, Cristina; Richiusa, Selene; Comelli, Albert; Russo, Giorgio Ivan; Sabini, Maria Gabriella; Cosentino, Sebastiano; Ippolito, Massimo; Russo, Giorgio
Assessing the Robustness and Reproducibility of CT Radiomics Features in Non-small-cell Lung Carcinoma
2024 Pasini, Giovanni
Comparative evaluation of machine learning-based radiomics and deep learning for breast lesion classification in mammography
2025 Stefano, Alessandro; Bini, Fabiano; Giovagnoli, Eleonora; Dimarco, Mariangela; Lauciello, Nicolò; Narbonese, Daniela; Pasini, Giovanni; Marinozzi, Franco; Russo, Giorgio; D'Angelo, Ildebrando
Development and implementation of an innovative framework for automated radiomics analysis in neuroimaging
2024 Camastra, Chiara; Pasini, Giovanni; Stefano, Alessandro; Russo, Giorgio; Vescio, Basilio; Bini, Fabiano; Marinozzi, Franco; Augimeri, Antonio
Implementation of automatic segmentation framework as preprocessing step for radiomics analysis of lung anatomical districts
2024 Stefano, Alessandro; Bini, Fabiano; Lauciello, Nicolò; Pasini, Giovanni; Marinozzi, Franco; Russo, Giorgio
Mammography Classification: How Useful is Machine Learning? A Radiomics Study and Future Perspectives
2025 Lauciello, Nicolò; Giovagnoli, Eleonora; Pasini, Giovanni; Bini, Fabiano; Marinozzi, Franco; Russo, Giorgio; Stefano, Alessandro
matRadiomics: a novel and complete radiomics framework, from image visualization to predictive model
2022 Pasini, Giovanni; Bini, Fabiano; Russo, Giorgio; Comelli, Albert; Marinozzi, Franco; Stefano, Alessandro
matRadiomics: From biomedical image visualization to predictive model implementation
2022 Pasini, G; Bini, F; Russo, G; Marinozzi, F; Stefano, A
MRI-based radiomics analysis for identification of features correlated with the expanded disability status scale of multiple sclerosis patients
2022 Nepi, V; Pasini, G; Bini, F; Marinozzi, F; Russo, G; Stefano, A
Phenotyping the histopathological subtypes of non-small-cell lung carcinoma: how beneficial is radiomics?
2023 Pasini, Giovanni; Stefano, Alessandro; Russo, Giorgio; Comelli, Albert; Marinozzi, Franco; Bini, Fabiano
Preclinical implementation of matradiomics: a case study for early malformation prediction in zebrafish model
2024 Bini, Fabiano; Missori, Elisa; Pucci, Gaia; Pasini, Giovanni; Marinozzi, Franco; Forte, Giusi Irma; Russo, Giorgio; Stefano, Alessandro
Prediction of High Pathological Grade in Prostate Cancer Patients Undergoing [18F]-PSMA PET/CT: A Preliminary Radiomics Study
2024 Stefano, Alessandro; Mantarro, Cristina; Richiusa, Selene; Pasini, Giovanni; Sabini, Maria Gabriella; Cosentino, Sebastiano; Ippolito, Massimo
Radiomics analyses to predict histopathology in patients with metastatic testicular germ cell tumors before post-chemotherapy retroperitoneal lymph node dissection
2023 Scavuzzo, Anna; Pasini, Giovanni; Crescio, Elisabetta; Angel Jimenez-Rios, Miguel; Figueroa-Rodriguez, Pavel; Comelli, Albert; Russo, Giorgio; Calvo Vazquez, Ivan; Sebastian Muruato Araiza, Jesus; Gómez-Ortiz, David; Perez Montiel, Delia; Lopez-Saavedra, Alejandro; Stefano, Alessandro
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| [18F]psma-1007 pet/ct-based radiomics may help enhance the interpretation of bone focal uptakes in hormone-sensitive prostate cancer patients | 2025 | Bauckneht, Matteo; Pasini, Giovanni; Di Raimondo, Tania; Russo, Giorgio; Raffa, Stefano; Donegani, Maria Isabella; Dubois, Daniela; Peñuela, Leonardo; Sofia, Luca; Celesti, Greta; Bini, Fabiano; Marinozzi, Franco; Lanfranchi, Francesco; Laudicella, Riccardo; Sambuceti, Gianmario; Stefano, Alessandro | |
| A Critical Analysis of the Robustness of Radiomics to Variations in Segmentation Methods in 18F-PSMA-1007 PET Images of Patients Affected by Prostate Cancer | 2023 | Pasini, G.; Russo, G.; Mantarro, C.; Bini, F.; Richiusa, S.; Morgante, L.; Comelli, A.; Russo, G. I.; Sabini, M. G.; Cosentino, S.; Marinozzi, F.; Ippolito, M.; Stefano, A. | |
| A robust [18F]-PSMA-1007 radiomics ensemble model for prostate cancer risk stratification | 2024 | Pasini, Giovanni; Stefano, Alessandro; Mantarro, Cristina; Richiusa, Selene; Comelli, Albert; Russo, Giorgio Ivan; Sabini, Maria Gabriella; Cosentino, Sebastiano; Ippolito, Massimo; Russo, Giorgio | |
| Assessing the Robustness and Reproducibility of CT Radiomics Features in Non-small-cell Lung Carcinoma | 2024 | Pasini, Giovanni | |
| Comparative evaluation of machine learning-based radiomics and deep learning for breast lesion classification in mammography | 2025 | Stefano, Alessandro; Bini, Fabiano; Giovagnoli, Eleonora; Dimarco, Mariangela; Lauciello, Nicolò; Narbonese, Daniela; Pasini, Giovanni; Marinozzi, Franco; Russo, Giorgio; D'Angelo, Ildebrando | |
| Development and implementation of an innovative framework for automated radiomics analysis in neuroimaging | 2024 | Camastra, Chiara; Pasini, Giovanni; Stefano, Alessandro; Russo, Giorgio; Vescio, Basilio; Bini, Fabiano; Marinozzi, Franco; Augimeri, Antonio | |
| Implementation of automatic segmentation framework as preprocessing step for radiomics analysis of lung anatomical districts | 2024 | Stefano, Alessandro; Bini, Fabiano; Lauciello, Nicolò; Pasini, Giovanni; Marinozzi, Franco; Russo, Giorgio | |
| Mammography Classification: How Useful is Machine Learning? A Radiomics Study and Future Perspectives | 2025 | Lauciello, Nicolò; Giovagnoli, Eleonora; Pasini, Giovanni; Bini, Fabiano; Marinozzi, Franco; Russo, Giorgio; Stefano, Alessandro | |
| matRadiomics: a novel and complete radiomics framework, from image visualization to predictive model | 2022 | Pasini, Giovanni; Bini, Fabiano; Russo, Giorgio; Comelli, Albert; Marinozzi, Franco; Stefano, Alessandro | |
| matRadiomics: From biomedical image visualization to predictive model implementation | 2022 | Pasini, G; Bini, F; Russo, G; Marinozzi, F; Stefano, A | |
| MRI-based radiomics analysis for identification of features correlated with the expanded disability status scale of multiple sclerosis patients | 2022 | Nepi, V; Pasini, G; Bini, F; Marinozzi, F; Russo, G; Stefano, A | |
| Phenotyping the histopathological subtypes of non-small-cell lung carcinoma: how beneficial is radiomics? | 2023 | Pasini, Giovanni; Stefano, Alessandro; Russo, Giorgio; Comelli, Albert; Marinozzi, Franco; Bini, Fabiano | |
| Preclinical implementation of matradiomics: a case study for early malformation prediction in zebrafish model | 2024 | Bini, Fabiano; Missori, Elisa; Pucci, Gaia; Pasini, Giovanni; Marinozzi, Franco; Forte, Giusi Irma; Russo, Giorgio; Stefano, Alessandro | |
| Prediction of High Pathological Grade in Prostate Cancer Patients Undergoing [18F]-PSMA PET/CT: A Preliminary Radiomics Study | 2024 | Stefano, Alessandro; Mantarro, Cristina; Richiusa, Selene; Pasini, Giovanni; Sabini, Maria Gabriella; Cosentino, Sebastiano; Ippolito, Massimo | |
| Radiomics analyses to predict histopathology in patients with metastatic testicular germ cell tumors before post-chemotherapy retroperitoneal lymph node dissection | 2023 | Scavuzzo, Anna; Pasini, Giovanni; Crescio, Elisabetta; Angel Jimenez-Rios, Miguel; Figueroa-Rodriguez, Pavel; Comelli, Albert; Russo, Giorgio; Calvo Vazquez, Ivan; Sebastian Muruato Araiza, Jesus; Gómez-Ortiz, David; Perez Montiel, Delia; Lopez-Saavedra, Alejandro; Stefano, Alessandro |