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Detection and severity quantification of pulmonary embolism with 3D CT data using an automated deep learning-based artificial solution.
Djahnine A, Lazarus C, Lederlin M, Mulé S, Wiemker R, Si-Mohamed S, Jupin-Delevaux E, Nempont O, Skandarani Y, De Craene M, Goubalan S, Raynaud C, Belkouchi Y, Afia AB, Fabre C, Ferretti G, De Margerie C, Berge P, Liberge R, Elbaz N, Blain M, Brillet PY, Chassagnon G, Cadour F, Caramella C, Hajjam ME, Boussouar S, Hadchiti J, Fablet X, Khalil A, Talbot H, Luciani A, Lassau N, Boussel L. Djahnine A, et al. Among authors: wiemker r. Diagn Interv Imaging. 2024 Mar;105(3):97-103. doi: 10.1016/j.diii.2023.09.006. Epub 2023 Oct 11. Diagn Interv Imaging. 2024. PMID: 38261553
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning.
Trajanovski S, Mavroeidis D, Swisher CL, Gebre BG, Veeling BS, Wiemker R, Klinder T, Tahmasebi A, Regis SM, Wald C, McKee BJ, Flacke S, MacMahon H, Pien H. Trajanovski S, et al. Among authors: wiemker r. Comput Med Imaging Graph. 2021 Jun;90:101883. doi: 10.1016/j.compmedimag.2021.101883. Epub 2021 Mar 5. Comput Med Imaging Graph. 2021. PMID: 33895622
Extraction of airways from CT (EXACT'09).
Lo P, van Ginneken B, Reinhardt JM, Yavarna T, de Jong PA, Irving B, Fetita C, Ortner M, Pinho R, Sijbers J, Feuerstein M, Fabijańska A, Bauer C, Beichel R, Mendoza CS, Wiemker R, Lee J, Reeves AP, Born S, Weinheimer O, van Rikxoort EM, Tschirren J, Mori K, Odry B, Naidich DP, Hartmann I, Hoffman EA, Prokop M, Pedersen JH, de Bruijne M. Lo P, et al. Among authors: wiemker r. IEEE Trans Med Imaging. 2012 Nov;31(11):2093-107. doi: 10.1109/TMI.2012.2209674. Epub 2012 Jul 26. IEEE Trans Med Imaging. 2012. PMID: 22855226