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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: el naqa i. Front Oncol. 2020 Apr 21;10:490. doi: 10.3389/fonc.2020.00490. eCollection 2020. Front Oncol. 2020. PMID: 32373520 Free PMC article.
Heart irradiation as a risk factor for radiation pneumonitis.
Huang EX, Hope AJ, Lindsay PE, Trovo M, El Naqa I, Deasy JO, Bradley JD. Huang EX, et al. Among authors: el naqa i. Acta Oncol. 2011 Jan;50(1):51-60. doi: 10.3109/0284186X.2010.521192. Epub 2010 Sep 28. Acta Oncol. 2011. PMID: 20874426 Free PMC article.
Big Data Analytics for Prostate Radiotherapy.
Coates J, Souhami L, El Naqa I. Coates J, et al. Among authors: el naqa i. Front Oncol. 2016 Jun 14;6:149. doi: 10.3389/fonc.2016.00149. eCollection 2016. Front Oncol. 2016. PMID: 27379211 Free PMC article. Review.
Beyond imaging: The promise of radiomics.
Avanzo M, Stancanello J, El Naqa I. Avanzo M, et al. Among authors: el naqa i. 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.
Editorial: Machine Learning With Radiation Oncology Big Data.
Deng J, El Naqa I, Xing L. Deng J, et al. Among authors: el naqa i. Front Oncol. 2018 Sep 27;8:416. doi: 10.3389/fonc.2018.00416. eCollection 2018. Front Oncol. 2018. PMID: 30319978 Free PMC article. No abstract available.
Machine Learning and Imaging Informatics in Oncology.
Tseng HH, Wei L, Cui S, Luo Y, Ten Haken RK, El Naqa I. Tseng HH, et al. Among authors: el naqa i. Oncology. 2020;98(6):344-362. doi: 10.1159/000493575. Epub 2018 Nov 23. Oncology. 2020. PMID: 30472716 Free PMC article. Review.
236 results