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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. Among authors: pirrone g. Phys Med. 2021 Mar;83:221-241. doi: 10.1016/j.ejmp.2021.04.010. Epub 2021 May 2. Phys Med. 2021. PMID: 33951590
Voxel-by-voxel correlation between radiologically radiation induced lung injury and dose after image-guided, intensity modulated radiotherapy for lung tumors.
Avanzo M, Barbiero S, Trovo M, Bissonnette JP, Jena R, Stancanello J, Pirrone G, Matrone F, Minatel E, Cappelletto C, Furlan C, Jaffray DA, Sartor G. Avanzo M, et al. Among authors: pirrone g. Phys Med. 2017 Oct;42:150-156. doi: 10.1016/j.ejmp.2017.09.127. Epub 2017 Sep 23. Phys Med. 2017. PMID: 29173909
Radiomics and deep learning in lung cancer.
Avanzo M, Stancanello J, Pirrone G, Sartor G. Avanzo M, et al. Among authors: pirrone g. Strahlenther Onkol. 2020 Oct;196(10):879-887. doi: 10.1007/s00066-020-01625-9. Epub 2020 May 4. Strahlenther Onkol. 2020. PMID: 32367456 Review.
A Novel Benchmarking Approach to Assess the Agreement among Radiomic Tools.
Bettinelli A, Marturano F, Avanzo M, Loi E, Menghi E, Mezzenga E, Pirrone G, Sarnelli A, Strigari L, Strolin S, Paiusco M. Bettinelli A, et al. Among authors: pirrone g. Radiology. 2022 Jun;303(3):533-541. doi: 10.1148/radiol.211604. Epub 2022 Mar 1. Radiology. 2022. PMID: 35230182
Electron Density and Biologically Effective Dose (BED) Radiomics-Based Machine Learning Models to Predict Late Radiation-Induced Subcutaneous Fibrosis.
Avanzo M, Pirrone G, Vinante L, Caroli A, Stancanello J, Drigo A, Massarut S, Mileto M, Urbani M, Trovo M, El Naqa I, De Paoli A, Sartor G. Avanzo M, et al. Among authors: pirrone g. Front Oncol. 2020 Apr 21;10:490. doi: 10.3389/fonc.2020.00490. eCollection 2020. Front Oncol. 2020. PMID: 32373520 Free PMC article.
61 results