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Predicting outcomes in anal cancer patients using multi-centre data and distributed learning - A proof-of-concept study.
Choudhury A, Theophanous S, Lønne PI, Samuel R, Guren MG, Berbee M, Brown P, Lilley J, van Soest J, Dekker A, Gilbert A, Malinen E, Wee L, Appelt AL. Choudhury A, et al. Among authors: samuel r. Radiother Oncol. 2021 Jun;159:183-189. doi: 10.1016/j.radonc.2021.03.013. Epub 2021 Mar 20. Radiother Oncol. 2021. PMID: 33753156 Free article.
Development and Optimization of a Machine-Learning Prediction Model for Acute Desquamation After Breast Radiation Therapy in the Multicenter REQUITE Cohort.
Aldraimli M, Osman S, Grishchuck D, Ingram S, Lyon R, Mistry A, Oliveira J, Samuel R, Shelley LEA, Soria D, Dwek MV, Aguado-Barrera ME, Azria D, Chang-Claude J, Dunning A, Giraldo A, Green S, Gutiérrez-Enríquez S, Herskind C, van Hulle H, Lambrecht M, Lozza L, Rancati T, Reyes V, Rosenstein BS, de Ruysscher D, de Santis MC, Seibold P, Sperk E, Symonds RP, Stobart H, Taboada-Valadares B, Talbot CJ, Vakaet VJL, Vega A, Veldeman L, Veldwijk MR, Webb A, Weltens C, West CM, Chaussalet TJ, Rattay T; REQUITE consortium. Aldraimli M, et al. Among authors: samuel r. Adv Radiat Oncol. 2022 Jan 3;7(3):100890. doi: 10.1016/j.adro.2021.100890. eCollection 2022 May-Jun. Adv Radiat Oncol. 2022. PMID: 35647396 Free PMC article.
A data science approach for early-stage prediction of Patient's susceptibility to acute side effects of advanced radiotherapy.
Aldraimli M, Soria D, Grishchuck D, Ingram S, Lyon R, Mistry A, Oliveira J, Samuel R, Shelley LEA, Osman S, Dwek MV, Azria D, Chang-Claude J, Gutiérrez-Enríquez S, De Santis MC, Rosenstein BS, De Ruysscher D, Sperk E, Symonds RP, Stobart H, Vega A, Veldeman L, Webb A, Talbot CJ, West CM, Rattay T; REQUITE consortium; Chaussalet TJ. Aldraimli M, et al. Among authors: samuel r. Comput Biol Med. 2021 Aug;135:104624. doi: 10.1016/j.compbiomed.2021.104624. Epub 2021 Jul 5. Comput Biol Med. 2021. PMID: 34247131
507 results