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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: koulakian h. 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.
DWI-ASPECTS (Diffusion-Weighted Imaging-Alberta Stroke Program Early Computed Tomography Scores) and DWI-FLAIR (Diffusion-Weighted Imaging-Fluid Attenuated Inversion Recovery) Mismatch in Thrombectomy Candidates: An Intrarater and Interrater Agreement Study.
Fahed R, Lecler A, Sabben C, Khoury N, Ducroux C, Chalumeau V, Botta D, Kalsoum E, Boisseau W, Duron L, Cabral D, Koskas P, Benaïssa A, Koulakian H, Obadia M, Maïer B, Weisenburger-Lile D, Lapergue B, Wang A, Redjem H, Ciccio G, Smajda S, Desilles JP, Mazighi M, Ben Maacha M, Akkari I, Zuber K, Blanc R, Raymond J, Piotin M. Fahed R, et al. Among authors: koulakian h. Stroke. 2018 Jan;49(1):223-227. doi: 10.1161/STROKEAHA.117.019508. Epub 2017 Nov 30. Stroke. 2018. PMID: 29191851 Clinical Trial.