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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: avanzo 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.
Brain and Brain Stem Necrosis After Reirradiation for Recurrent Childhood Primary Central Nervous System Tumors: A PENTEC Comprehensive Review.
Ajithkumar T, Avanzo M, Yorke E, Tsang DS, Milano MT, Olch AJ, Merchant TE, Dieckmann K, Mahajan A, Fuji H, Paulino AC, Timmermann B, Marks LB, Bentzen SM, Jackson A, Constine LS. Ajithkumar T, et al. Among authors: avanzo m. Int J Radiat Oncol Biol Phys. 2024 Jun 1;119(2):655-668. doi: 10.1016/j.ijrobp.2023.12.043. Epub 2024 Feb 1. Int J Radiat Oncol Biol Phys. 2024. PMID: 38300187
Neurocognitive Effects and Necrosis in Childhood Cancer Survivors Treated With Radiation Therapy: A PENTEC Comprehensive Review.
Mahajan A, Stavinoha PL, Rongthong W, Brodin NP, McGovern SL, El Naqa I, Palmer JD, Vennarini S, Indelicato DJ, Aridgides P, Bowers DC, Kremer L, Ronckers C, Constine L, Avanzo M. Mahajan A, et al. Among authors: avanzo m. Int J Radiat Oncol Biol Phys. 2024 Jun 1;119(2):401-416. doi: 10.1016/j.ijrobp.2020.11.073. Epub 2021 Mar 30. Int J Radiat Oncol Biol Phys. 2024. PMID: 33810950 Review.
Twenty years of radiobiology in clinical practice: the Italian contribution.
Strigari L, Caivano R, Avanzo M, Cremonesi M, Arrichiello C, Bianchi C, Botta F, Califano G, Ciscognetti N, D'Alessio D, D'Ambrosio L, D'Andrea M, Falco D, Guerriero F, Guerrisi M, Mola D, Pressello MC, Sarnelli A, Spiazzi L, Terlizzi A, Benassi M, Pedicini P. Strigari L, et al. Among authors: avanzo m. Tumori. 2014 Nov-Dec;100(6):625-35. doi: 10.1700/1778.19266. Tumori. 2014. PMID: 25688496 Review.
Machine and deep learning methods for radiomics.
Avanzo M, Wei L, Stancanello J, Vallières M, Rao A, Morin O, Mattonen SA, El Naqa I. Avanzo M, et al. Med Phys. 2020 Jun;47(5):e185-e202. doi: 10.1002/mp.13678. Med Phys. 2020. PMID: 32418336 Free PMC article. Review.
Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy.
Avanzo M, Porzio M, Lorenzon L, Milan L, Sghedoni R, Russo G, Massafra R, Fanizzi A, Barucci A, Ardu V, Branchini M, Giannelli M, Gallio E, Cilla S, Tangaro S, Lombardi A, Pirrone G, De Martin E, Giuliano A, Belmonte G, Russo S, Rampado O, Mettivier G. Avanzo M, et al. Phys Med. 2021 Mar;83:221-241. doi: 10.1016/j.ejmp.2021.04.010. Epub 2021 May 2. Phys Med. 2021. PMID: 33951590
131 results