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A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study.
Front Oncol. 2023 Nov 28;13:1279750. doi: 10.3389/fonc.2023.1279750. eCollection 2023.
Front Oncol. 2023.
PMID: 38090490
Free PMC article.
Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learning.
Texier B, Hémon C, Lekieffre P, Collot E, Tahri S, Chourak H, Dowling J, Greer P, Bessieres I, Acosta O, Boue-Rafle A, Guevelou JL, de Crevoisier R, Lafond C, Castelli J, Barateau A, Nunes JC.
Texier B, et al. Among authors: chourak h.
Phys Imaging Radiat Oncol. 2023 Nov 17;28:100511. doi: 10.1016/j.phro.2023.100511. eCollection 2023 Oct.
Phys Imaging Radiat Oncol. 2023.
PMID: 38077271
Free PMC article.
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Determination of acceptable Hounsfield units uncertainties via a sensitivity analysis for an accurate dose calculation in the context of prostate MRI-only radiotherapy.
Chourak H, Barateau A, Greer P, Lafond C, Nunes JC, de Crevoisier R, Dowling J, Acosta O.
Chourak H, et al.
Phys Eng Sci Med. 2023 Dec;46(4):1703-1711. doi: 10.1007/s13246-023-01333-5. Epub 2023 Oct 10.
Phys Eng Sci Med. 2023.
PMID: 37815702
Free PMC article.
Item in Clipboard
Quality assurance for MRI-only radiation therapy: A voxel-wise population-based methodology for image and dose assessment of synthetic CT generation methods.
Chourak H, Barateau A, Tahri S, Cadin C, Lafond C, Nunes JC, Boue-Rafle A, Perazzi M, Greer PB, Dowling J, de Crevoisier R, Acosta O.
Chourak H, et al.
Front Oncol. 2022 Oct 10;12:968689. doi: 10.3389/fonc.2022.968689. eCollection 2022.
Front Oncol. 2022.
PMID: 36300084
Free PMC article.
Item in Clipboard
A high-performance method of deep learning for prostate MR-only radiotherapy planning using an optimized Pix2Pix architecture.
Tahri S, Barateau A, Cadin C, Chourak H, Ribault S, Nozahic F, Acosta O, Dowling JA, Greer PB, Largent A, Lafond C, De Crevoisier R, Nunes JC.
Tahri S, et al. Among authors: chourak h.
Phys Med. 2022 Nov;103:108-118. doi: 10.1016/j.ejmp.2022.10.003. Epub 2022 Oct 19.
Phys Med. 2022.
PMID: 36272328
Item in Clipboard
Deep learning methods to generate synthetic CT from MRI in radiotherapy: A literature review.
Boulanger M, Nunes JC, Chourak H, Largent A, Tahri S, Acosta O, De Crevoisier R, Lafond C, Barateau A.
Boulanger M, et al. Among authors: chourak h.
Phys Med. 2021 Sep;89:265-281. doi: 10.1016/j.ejmp.2021.07.027. Epub 2021 Aug 30.
Phys Med. 2021.
PMID: 34474325
Free article.
Review.
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