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Page 1
Deep-Learning for Rapid Estimation of the Out-of-Field Dose in External Beam Photon Radiation Therapy - A Proof of Concept.
Benzazon N, Carré A, de Kermenguy F, Niyoteka S, Maury P, Colnot J, M'hamdi M, Aichi ME, Veres C, Allodji R, de Vathaire F, Sarrut D, Journy N, Alapetite C, Grégoire V, Deutsch E, Diallo I, Robert C. Benzazon N, et al. Among authors: niyoteka s. Int J Radiat Oncol Biol Phys. 2024 Mar 28:S0360-3016(24)00423-1. doi: 10.1016/j.ijrobp.2024.03.007. Online ahead of print. Int J Radiat Oncol Biol Phys. 2024. PMID: 38554830 Free article.
A common [18F]-FDG PET radiomic signature to predict survival in patients with HPV-induced cancers.
Niyoteka S, Seban RD, Rouhi R, Scarsbrook A, Genestie C, Classe M, Carré A, Sun R, La Greca Saint-Esteven A, Chargari C, McKenna J, McDermott G, Malinen E, Tanadini-Lang S, Guckenberger M, Guren MG, Lemanski C, Deutsch E, Robert C. Niyoteka S, et al. Eur J Nucl Med Mol Imaging. 2023 Nov;50(13):4010-4023. doi: 10.1007/s00259-023-06320-2. Epub 2023 Aug 26. Eur J Nucl Med Mol Imaging. 2023. PMID: 37632562
COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures.
Battistella E, Vakalopoulou M, Sun R, Estienne T, Lerousseau M, Nikolaev S, Andres EA, Carre A, Niyoteka S, Robert C, Paragios N, Deutsch E. Battistella E, et al. Among authors: niyoteka s. IEEE/ACM Trans Comput Biol Bioinform. 2022 Nov-Dec;19(6):3317-3331. doi: 10.1109/TCBB.2021.3123910. Epub 2022 Dec 8. IEEE/ACM Trans Comput Biol Bioinform. 2022. PMID: 34714749 Free article.
[Artificial intelligence, radiomics and pathomics to predict response and survival of patients treated with radiations].
Sun R, Lerousseau M, Henry T, Carré A, Leroy A, Estienne T, Niyoteka S, Bockel S, Rouyar A, Alvarez Andres É, Benzazon N, Battistella E, Classe M, Robert C, Scoazec JY, Deutsch É. Sun R, et al. Among authors: niyoteka s. Cancer Radiother. 2021 Oct;25(6-7):630-637. doi: 10.1016/j.canrad.2021.06.027. Epub 2021 Jul 17. Cancer Radiother. 2021. PMID: 34284970 Review. French.
Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells.
Sun R, Sundahl N, Hecht M, Putz F, Lancia A, Rouyar A, Milic M, Carré A, Battistella E, Alvarez Andres E, Niyoteka S, Romano E, Louvel G, Durand-Labrunie J, Bockel S, Bahleda R, Robert C, Boutros C, Vakalopoulou M, Paragios N, Frey B, Soria JC, Massard C, Ferté C, Fietkau R, Ost P, Gaipl U, Deutsch E. Sun R, et al. Among authors: niyoteka s. J Immunother Cancer. 2020 Nov;8(2):e001429. doi: 10.1136/jitc-2020-001429. J Immunother Cancer. 2020. PMID: 33188037 Free PMC article.
Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics.
Carré A, Klausner G, Edjlali M, Lerousseau M, Briend-Diop J, Sun R, Ammari S, Reuzé S, Alvarez Andres E, Estienne T, Niyoteka S, Battistella E, Vakalopoulou M, Dhermain F, Paragios N, Deutsch E, Oppenheim C, Pallud J, Robert C. Carré A, et al. Among authors: niyoteka s. Sci Rep. 2020 Jul 23;10(1):12340. doi: 10.1038/s41598-020-69298-z. Sci Rep. 2020. PMID: 32704007 Free PMC article.
Dosimetry-Driven Quality Measure of Brain Pseudo Computed Tomography Generated From Deep Learning for MRI-Only Radiation Therapy Treatment Planning.
Alvarez Andres E, Fidon L, Vakalopoulou M, Lerousseau M, Carré A, Sun R, Klausner G, Ammari S, Benzazon N, Reuzé S, Estienne T, Niyoteka S, Battistella E, Rouyar A, Noël G, Beaudre A, Dhermain F, Deutsch E, Paragios N, Robert C. Alvarez Andres E, et al. Among authors: niyoteka s. Int J Radiat Oncol Biol Phys. 2020 Nov 1;108(3):813-823. doi: 10.1016/j.ijrobp.2020.05.006. Epub 2020 May 14. Int J Radiat Oncol Biol Phys. 2020. PMID: 32417412