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
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
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 | |
| 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 | |
| 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 |