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Page 1
Artificial intelligence applications for thoracic imaging.
Chassagnon G, Vakalopoulou M, Paragios N, Revel MP. Chassagnon G, et al. Among authors: vakalopoulou m. Eur J Radiol. 2020 Feb;123:108774. doi: 10.1016/j.ejrad.2019.108774. Epub 2019 Dec 11. Eur J Radiol. 2020. PMID: 31841881 Review.
A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study.
Sun R, Limkin EJ, Vakalopoulou M, Dercle L, Champiat S, Han SR, Verlingue L, Brandao D, Lancia A, Ammari S, Hollebecque A, Scoazec JY, Marabelle A, Massard C, Soria JC, Robert C, Paragios N, Deutsch E, Ferté C. Sun R, et al. Among authors: vakalopoulou m. Lancet Oncol. 2018 Sep;19(9):1180-1191. doi: 10.1016/S1470-2045(18)30413-3. Epub 2018 Aug 14. Lancet Oncol. 2018. PMID: 30120041
Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation.
Estienne T, Lerousseau M, Vakalopoulou M, Alvarez Andres E, Battistella E, Carré A, Chandra S, Christodoulidis S, Sahasrabudhe M, Sun R, Robert C, Talbot H, Paragios N, Deutsch E. Estienne T, et al. Among authors: vakalopoulou m. Front Comput Neurosci. 2020 Mar 20;14:17. doi: 10.3389/fncom.2020.00017. eCollection 2020. Front Comput Neurosci. 2020. PMID: 32265680 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: vakalopoulou m. 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
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: vakalopoulou m. Sci Rep. 2020 Jul 23;10(1):12340. doi: 10.1038/s41598-020-69298-z. Sci Rep. 2020. PMID: 32704007 Free PMC article.
AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia.
Chassagnon G, Vakalopoulou M, Battistella E, Christodoulidis S, Hoang-Thi TN, Dangeard S, Deutsch E, Andre F, Guillo E, Halm N, El Hajj S, Bompard F, Neveu S, Hani C, Saab I, Campredon A, Koulakian H, Bennani S, Freche G, Barat M, Lombard A, Fournier L, Monnier H, Grand T, Gregory J, Nguyen Y, Khalil A, Mahdjoub E, Brillet PY, Tran Ba S, Bousson V, Mekki A, Carlier RY, Revel MP, Paragios N. Chassagnon G, et al. Among authors: vakalopoulou m. Med Image Anal. 2021 Jan;67:101860. doi: 10.1016/j.media.2020.101860. Epub 2020 Oct 15. Med Image Anal. 2021. PMID: 33171345 Free PMC article.
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: vakalopoulou m. J Immunother Cancer. 2020 Nov;8(2):e001429. doi: 10.1136/jitc-2020-001429. J Immunother Cancer. 2020. PMID: 33188037 Free PMC article.
Deep Multi-Instance Learning Using Multi-Modal Data for Diagnosis of Lymphocytosis.
Sahasrabudhe M, Sujobert P, Zacharaki EI, Maurin E, Grange B, Jallades L, Paragios N, Vakalopoulou M. Sahasrabudhe M, et al. Among authors: vakalopoulou m. IEEE J Biomed Health Inform. 2021 Jun;25(6):2125-2136. doi: 10.1109/JBHI.2020.3038889. Epub 2021 Jun 3. IEEE J Biomed Health Inform. 2021. PMID: 33206611
24 results