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Domain generalization in deep learning for contrast-enhanced imaging.
Sendra-Balcells C, Campello VM, Martín-Isla C, Viladés D, Descalzo ML, Guala A, Rodríguez-Palomares JF, Lekadir K. Sendra-Balcells C, et al. Among authors: lekadir k. Comput Biol Med. 2022 Oct;149:106052. doi: 10.1016/j.compbiomed.2022.106052. Epub 2022 Aug 24. Comput Biol Med. 2022. PMID: 36055164 Free article.
Minimising multi-centre radiomics variability through image normalisation: a pilot study.
Campello VM, Martín-Isla C, Izquierdo C, Guala A, Palomares JFR, Viladés D, Descalzo ML, Karakas M, Çavuş E, Raisi-Estabragh Z, Petersen SE, Escalera S, Seguí S, Lekadir K. Campello VM, et al. Among authors: lekadir k. Sci Rep. 2022 Jul 22;12(1):12532. doi: 10.1038/s41598-022-16375-0. Sci Rep. 2022. PMID: 35869125 Free PMC article.
Atrial fibrillation prediction by combining ECG markers and CMR radiomics.
Pujadas ER, Raisi-Estabragh Z, Szabo L, Morcillo CI, Campello VM, Martin-Isla C, Vago H, Merkely B, Harvey NC, Petersen SE, Lekadir K. Pujadas ER, et al. Among authors: lekadir k. Sci Rep. 2022 Nov 7;12(1):18876. doi: 10.1038/s41598-022-21663-w. Sci Rep. 2022. PMID: 36344532 Free PMC article.
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
Bernard O, Lalande A, Zotti C, Cervenansky F, Yang X, Heng PA, Cetin I, Lekadir K, Camara O, Gonzalez Ballester MA, Sanroma G, Napel S, Petersen S, Tziritas G, Grinias E, Khened M, Kollerathu VA, Krishnamurthi G, Rohe MM, Pennec X, Sermesant M, Isensee F, Jager P, Maier-Hein KH, Full PM, Wolf I, Engelhardt S, Baumgartner CF, Koch LM, Wolterink JM, Isgum I, Jang Y, Hong Y, Patravali J, Jain S, Humbert O, Jodoin PM. Bernard O, et al. Among authors: lekadir k. IEEE Trans Med Imaging. 2018 Nov;37(11):2514-2525. doi: 10.1109/TMI.2018.2837502. Epub 2018 May 17. IEEE Trans Med Imaging. 2018. PMID: 29994302
Predicting post-contrast information from contrast agent free cardiac MRI using machine learning: Challenges and methods.
Abdulkareem M, Kenawy AA, Rauseo E, Lee AM, Sojoudi A, Amir-Khalili A, Lekadir K, Young AA, Barnes MR, Barckow P, Khanji MY, Aung N, Petersen SE. Abdulkareem M, et al. Among authors: lekadir k. Front Cardiovasc Med. 2022 Jul 27;9:894503. doi: 10.3389/fcvm.2022.894503. eCollection 2022. Front Cardiovasc Med. 2022. PMID: 36051279 Free PMC article.
98 results