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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: stancanello j. Front Oncol. 2020 Apr 21;10:490. doi: 10.3389/fonc.2020.00490. eCollection 2020. Front Oncol. 2020. PMID: 32373520 Free PMC article.
Seven fractions to deliver partial breast irradiation: the toxicity is Low.
Trovo M, Avanzo M, Vinante L, Furlan C, Fiorica F, Perin T, Militello L, Spazzapan S, Berretta M, Jena R, Stancanello J, Piccoli E, Mileto M, Micheli E, Roncadin M, Massarut S. Trovo M, et al. Among authors: stancanello j. Radiat Oncol. 2017 May 23;12(1):86. doi: 10.1186/s13014-017-0825-9. Radiat Oncol. 2017. PMID: 28535821 Free PMC article. Clinical Trial.
Beyond imaging: The promise of radiomics.
Avanzo M, Stancanello J, El Naqa I. Avanzo M, et al. Among authors: stancanello j. Phys Med. 2017 Jun;38:122-139. doi: 10.1016/j.ejmp.2017.05.071. Epub 2017 Jun 7. Phys Med. 2017. PMID: 28595812 Review.
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: stancanello j. 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: stancanello j. 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.
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. Among authors: stancanello j. Med Phys. 2020 Jun;47(5):e185-e202. doi: 10.1002/mp.13678. Med Phys. 2020. PMID: 32418336 Free PMC article. Review.
36 results