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Artificial intelligence in lung cancer: current applications and perspectives.
Chassagnon G, De Margerie-Mellon C, Vakalopoulou M, Marini R, Hoang-Thi TN, Revel MP, Soyer P. Chassagnon G, et al. Among authors: vakalopoulou m. Jpn J Radiol. 2023 Mar;41(3):235-244. doi: 10.1007/s11604-022-01359-x. Epub 2022 Nov 9. Jpn J Radiol. 2023. PMID: 36350524 Free PMC article. Review.
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning.
Hering A, Hansen L, Mok TCW, Chung ACS, Siebert H, Hager S, Lange A, Kuckertz S, Heldmann S, Shao W, Vesal S, Rusu M, Sonn G, Estienne T, Vakalopoulou M, Han L, Huang Y, Yap PT, Brudfors M, Balbastre Y, Joutard S, Modat M, Lifshitz G, Raviv D, Lv J, Li Q, Jaouen V, Visvikis D, Fourcade C, Rubeaux M, Pan W, Xu Z, Jian B, De Benetti F, Wodzinski M, Gunnarsson N, Sjolund J, Grzech D, Qiu H, Li Z, Thorley A, Duan J, Grosbrohmer C, Hoopes A, Reinertsen I, Xiao Y, Landman B, Huo Y, Murphy K, Lessmann N, van Ginneken B, Dalca AV, Heinrich MP. Hering A, et al. Among authors: vakalopoulou m. IEEE Trans Med Imaging. 2023 Mar;42(3):697-712. doi: 10.1109/TMI.2022.3213983. Epub 2023 Mar 2. IEEE Trans Med Imaging. 2023. PMID: 36264729
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.
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.
Deep Learning-based Approach for Automated Assessment of Interstitial Lung Disease in Systemic Sclerosis on CT Images.
Chassagnon G, Vakalopoulou M, Régent A, Zacharaki EI, Aviram G, Martin C, Marini R, Bus N, Jerjir N, Mekinian A, Hua-Huy T, Monnier-Cholley L, Benmostefa N, Mouthon L, Dinh-Xuan AT, Paragios N, Revel MP. Chassagnon G, et al. Among authors: vakalopoulou m. Radiol Artif Intell. 2020 Jul 15;2(4):e190006. doi: 10.1148/ryai.2020190006. eCollection 2020 Jul. Radiol Artif Intell. 2020. PMID: 33937829 Free PMC article.
Using chest CT scan and unsupervised machine learning for predicting and evaluating response to lumacaftor-ivacaftor in people with cystic fibrosis.
Campredon A, Battistella E, Martin C, Durieu I, Mely L, Marguet C, Belleguic C, Murris-Espin M, Chiron R, Fanton A, Bui S, Reynaud-Gaubert M, Reix P, Hoang-Thi TN, Vakalopoulou M, Revel MP, Da Silva J, Burgel PR, Chassagnon G; French Cystic Fibrosis Reference Network Study Group. Campredon A, et al. Among authors: vakalopoulou m. Eur Respir J. 2021 Nov 18:2101344. doi: 10.1183/13993003.01344-2021. Online ahead of print. Eur Respir J. 2021. PMID: 34795038
22 results