UBALDI, LEONARDO
UBALDI, LEONARDO
Deriving quantitative information from multiparametric MRI via Radiomics: Evaluation of the robustness and predictive value of radiomic features in the discrimination of low-grade versus high-grade gliomas with machine learning
2023 Ubaldi, Leonardo; Saponaro, Sara; Giuliano, Alessia; Talamonti, Cinzia; Retico, Alessandra
Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study
2024 Fanizzi, Annarita; Fadda, Federico; Maddalo, Michele; Saponaro, Sara; Lorenzon, Leda; Ubaldi, Leonardo; Lambri, Nicola; Giuliano, Alessia; Loi, Emiliano; Signoriello, Michele; Branchini, Marco; Belmonte, Gina; Giannelli, Marco; Mancosu, Pietro; Talamonti, Cinzia; Iori, Mauro; Tangaro, Sabina; Avanzo, Michele; Massafra, Raffaella
Disrupted Emergent Properties of the Brain in Schizophrenia: Insight From Integrated Information Decomposition of Resting State fMRI
2026 Livio Tarchi, Lorenzo Lasagni, Leonardo Ubaldi, Jessica Bottacin, Enrico Lodovici, Annalisa Di Giacomo, Luca Zompa, Tiziana Pisano, Andrea Bianchi, Ludovico D'Incerti, Giovanni Castellini, Valdo Ricca
Radiomic- and dosiomic-based clustering development for radio-induced neurotoxicity in pediatric medulloblastoma
2024 Piffer, Stefano; Greto, Daniela; Ubaldi, Leonardo; Mortilla, Marzia; Ciccarone, Antonio; Desideri, Isacco; Genitori, Lorenzo; Livi, Lorenzo; Marrazzo, Livia; Pallotta, Stefania; Retico, Alessandra; Sardi, Iacopo; Talamonti, Cinzia
Radiomics and Deep Learning Interplay for Predicting MGMT Methylation in Glioblastoma: The Crucial Role of Segmentation Quality
2025 Lizzi, Francesca; Saponaro, Sara; Giuliano, Alessia; Talamonti, Cinzia; Ubaldi, Leonardo; Retico, Alessandra
Robust machine learning challenge: An AIFM multicentric competition to spread knowledge, identify common pitfalls and recommend best practice
2024 Maddalo, Michele; Fanizzi, Annarita; Lambri, Nicola; Loi, Emiliano; Branchini, Marco; Lorenzon, Leda; Giuliano, Alessia; Ubaldi, Leonardo; Saponaro, Sara; Signoriello, Michele; Fadda, Federico; Belmonte, Gina; Giannelli, Marco; Talamonti, Cinzia; Iori, Mauro; Tangaro, Sabina; Massafra, Raffaella; Mancosu, Pietro; Avanzo, Michele
Tackling the small data problem in medical image classification with artificial intelligence: a systematic review
2024 Piffer, Stefano; Ubaldi, Leonardo; Tangaro, Sabina; Retico, Alessandra; Talamonti, Cinzia
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Deriving quantitative information from multiparametric MRI via Radiomics: Evaluation of the robustness and predictive value of radiomic features in the discrimination of low-grade versus high-grade gliomas with machine learning | 2023 | Ubaldi, Leonardo; Saponaro, Sara; Giuliano, Alessia; Talamonti, Cinzia; Retico, Alessandra | |
| Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study | 2024 | Fanizzi, Annarita; Fadda, Federico; Maddalo, Michele; Saponaro, Sara; Lorenzon, Leda; Ubaldi, Leonardo; Lambri, Nicola; Giuliano, Alessia; Loi, Emiliano; Signoriello, Michele; Branchini, Marco; Belmonte, Gina; Giannelli, Marco; Mancosu, Pietro; Talamonti, Cinzia; Iori, Mauro; Tangaro, Sabina; Avanzo, Michele; Massafra, Raffaella | |
| Disrupted Emergent Properties of the Brain in Schizophrenia: Insight From Integrated Information Decomposition of Resting State fMRI | 2026 | Livio Tarchi, Lorenzo Lasagni, Leonardo Ubaldi, Jessica Bottacin, Enrico Lodovici, Annalisa Di Giacomo, Luca Zompa, Tiziana Pisano, Andrea Bianchi, Ludovico D'Incerti, Giovanni Castellini, Valdo Ricca | |
| Radiomic- and dosiomic-based clustering development for radio-induced neurotoxicity in pediatric medulloblastoma | 2024 | Piffer, Stefano; Greto, Daniela; Ubaldi, Leonardo; Mortilla, Marzia; Ciccarone, Antonio; Desideri, Isacco; Genitori, Lorenzo; Livi, Lorenzo; Marrazzo, Livia; Pallotta, Stefania; Retico, Alessandra; Sardi, Iacopo; Talamonti, Cinzia | |
| Radiomics and Deep Learning Interplay for Predicting MGMT Methylation in Glioblastoma: The Crucial Role of Segmentation Quality | 2025 | Lizzi, Francesca; Saponaro, Sara; Giuliano, Alessia; Talamonti, Cinzia; Ubaldi, Leonardo; Retico, Alessandra | |
| Robust machine learning challenge: An AIFM multicentric competition to spread knowledge, identify common pitfalls and recommend best practice | 2024 | Maddalo, Michele; Fanizzi, Annarita; Lambri, Nicola; Loi, Emiliano; Branchini, Marco; Lorenzon, Leda; Giuliano, Alessia; Ubaldi, Leonardo; Saponaro, Sara; Signoriello, Michele; Fadda, Federico; Belmonte, Gina; Giannelli, Marco; Talamonti, Cinzia; Iori, Mauro; Tangaro, Sabina; Massafra, Raffaella; Mancosu, Pietro; Avanzo, Michele | |
| Tackling the small data problem in medical image classification with artificial intelligence: a systematic review | 2024 | Piffer, Stefano; Ubaldi, Leonardo; Tangaro, Sabina; Retico, Alessandra; Talamonti, Cinzia |