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Robust machine learning challenge: An AIFM multicentric competition to spread knowledge, identify common pitfalls and recommend best practice.
Maddalo M, Fanizzi A, Lambri N, Loi E, Branchini M, Lorenzon L, Giuliano A, Ubaldi L, Saponaro S, Signoriello M, Fadda F, Belmonte G, Giannelli M, Talamonti C, Iori M, Tangaro S, Massafra R, Mancosu P, Avanzo M. Maddalo M, et al. Among authors: iori m. Phys Med. 2024 Nov;127:104834. doi: 10.1016/j.ejmp.2024.104834. Epub 2024 Oct 21. Phys Med. 2024. PMID: 39437492
Novel Harmonization Method for Multi-Centric Radiomic Studies in Non-Small Cell Lung Cancer.
Bertolini M, Trojani V, Botti A, Cucurachi N, Galaverni M, Cozzi S, Borghetti P, La Mattina S, Pastorello E, Avanzo M, Revelant A, Sepulcri M, Paronetto C, Ursino S, Malfatti G, Giaj-Levra N, Falcinelli L, Iotti C, Iori M, Ciammella P. Bertolini M, et al. Among authors: iori m. Curr Oncol. 2022 Jul 22;29(8):5179-5194. doi: 10.3390/curroncol29080410. Curr Oncol. 2022. PMID: 35892979 Free PMC article.
Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study.
Fanizzi A, Fadda F, Maddalo M, Saponaro S, Lorenzon L, Ubaldi L, Lambri N, Giuliano A, Loi E, Signoriello M, Branchini M, Belmonte G, Giannelli M, Mancosu P, Talamonti C, Iori M, Tangaro S, Avanzo M, Massafra R. Fanizzi A, et al. Among authors: iori m. PLoS One. 2024 Sep 10;19(9):e0303217. doi: 10.1371/journal.pone.0303217. eCollection 2024. PLoS One. 2024. PMID: 39255296 Free PMC article.
356 results