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Development and clinical implementation of tailored image analysis tools for COVID-19 in the midst of the pandemic: The synergetic effect of an open, clinically embedded software development platform and machine learning.
Anastasopoulos C, Weikert T, Yang S, Abdulkadir A, Schmülling L, Bühler C, Paciolla F, Sexauer R, Cyriac J, Nesic I, Twerenbold R, Bremerich J, Stieltjes B, Sauter AW, Sommer G. Anastasopoulos C, et al. Among authors: abdulkadir a. Eur J Radiol. 2020 Oct;131:109233. doi: 10.1016/j.ejrad.2020.109233. Epub 2020 Aug 28. Eur J Radiol. 2020. PMID: 32927416 Free PMC article.
Atri-U: assisted image analysis in routine cardiovascular magnetic resonance volumetry of the left atrium.
Anastasopoulos C, Yang S, Pradella M, Akinci D'Antonoli T, Knecht S, Cyriac J, Reisert M, Kellner E, Achermann R, Haaf P, Stieltjes B, Sauter AW, Bremerich J, Sommer G, Abdulkadir A. Anastasopoulos C, et al. Among authors: abdulkadir a. J Cardiovasc Magn Reson. 2021 Nov 11;23(1):133. doi: 10.1186/s12968-021-00791-8. J Cardiovasc Magn Reson. 2021. PMID: 34758821 Free PMC article.
Voxel-wise deviations from healthy aging for the detection of region-specific atrophy.
Klöppel S, Yang S, Kellner E, Reisert M, Heimbach B, Urbach H, Linn J, Weidauer S, Andres T, Bröse M, Lahr J, Lützen N, Meyer PT, Peter J, Abdulkadir A, Hellwig S, Egger K; Alzheimer's Disease Neuroimaging Initiative. Klöppel S, et al. Among authors: abdulkadir a. Neuroimage Clin. 2018;20:851-860. doi: 10.1016/j.nicl.2018.09.013. Epub 2018 Sep 19. Neuroimage Clin. 2018. PMID: 30278372 Free PMC article.
U-Net: deep learning for cell counting, detection, and morphometry.
Falk T, Mai D, Bensch R, Çiçek Ö, Abdulkadir A, Marrakchi Y, Böhm A, Deubner J, Jäckel Z, Seiwald K, Dovzhenko A, Tietz O, Dal Bosco C, Walsh S, Saltukoglu D, Tay TL, Prinz M, Palme K, Simons M, Diester I, Brox T, Ronneberger O. Falk T, et al. Among authors: abdulkadir a. Nat Methods. 2019 Jan;16(1):67-70. doi: 10.1038/s41592-018-0261-2. Epub 2018 Dec 17. Nat Methods. 2019. PMID: 30559429
Deep Generative Medical Image Harmonization for Improving Cross-Site Generalization in Deep Learning Predictors.
Bashyam VM, Doshi J, Erus G, Srinivasan D, Abdulkadir A, Singh A, Habes M, Fan Y, Masters CL, Maruff P, Zhuo C, Völzke H, Johnson SC, Fripp J, Koutsouleris N, Satterthwaite TD, Wolf DH, Gur RE, Gur RC, Morris JC, Albert MS, Grabe HJ, Resnick SM, Bryan NR, Wittfeld K, Bülow R, Wolk DA, Shou H, Nasrallah IM, Davatzikos C; iSTAGING and PHENOM consortia. Bashyam VM, et al. Among authors: abdulkadir a. J Magn Reson Imaging. 2022 Mar;55(3):908-916. doi: 10.1002/jmri.27908. Epub 2021 Sep 25. J Magn Reson Imaging. 2022. PMID: 34564904 Free PMC article.
124 results