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Deep learning based time-to-event analysis with PET, CT and joint PET/CT for head and neck cancer prognosis.
Wang Y, Lombardo E, Avanzo M, Zschaek S, Weingärtner J, Holzgreve A, Albert NL, Marschner S, Fanetti G, Franchin G, Stancanello J, Walter F, Corradini S, Niyazi M, Lang J, Belka C, Riboldi M, Kurz C, Landry G. Wang Y, et al. Among authors: stancanello j. Comput Methods Programs Biomed. 2022 Jul;222:106948. doi: 10.1016/j.cmpb.2022.106948. Epub 2022 Jun 9. Comput Methods Programs Biomed. 2022. PMID: 35752119
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.
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
36 results