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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.
Image-Based Cardiac Diagnosis With Machine Learning: A Review.
Martin-Isla C, Campello VM, Izquierdo C, Raisi-Estabragh Z, Baeßler B, Petersen SE, Lekadir K. Martin-Isla C, et al. Among authors: lekadir k. Front Cardiovasc Med. 2020 Jan 24;7:1. doi: 10.3389/fcvm.2020.00001. eCollection 2020. Front Cardiovasc Med. 2020. PMID: 32039241 Free PMC article. Review.
Cardiac magnetic resonance radiomics: basic principles and clinical perspectives.
Raisi-Estabragh Z, Izquierdo C, Campello VM, Martin-Isla C, Jaggi A, Harvey NC, Lekadir K, Petersen SE. Raisi-Estabragh Z, et al. Among authors: lekadir k. Eur Heart J Cardiovasc Imaging. 2020 Apr 1;21(4):349-356. doi: 10.1093/ehjci/jeaa028. Eur Heart J Cardiovasc Imaging. 2020. PMID: 32142107 Free PMC article.
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.
Campello VM, Gkontra P, Izquierdo C, Martin-Isla C, Sojoudi A, Full PM, Maier-Hein K, Zhang Y, He Z, Ma J, Parreno M, Albiol A, Kong F, Shadden SC, Acero JC, Sundaresan V, Saber M, Elattar M, Li H, Menze B, Khader F, Haarburger C, Scannell CM, Veta M, Carscadden A, Punithakumar K, Liu X, Tsaftaris SA, Huang X, Yang X, Li L, Zhuang X, Vilades D, Descalzo ML, Guala A, Mura L, Friedrich MG, Garg R, Lebel J, Henriques F, Karakas M, Cavus E, Petersen SE, Escalera S, Segui S, Rodriguez-Palomares JF, Lekadir K. Campello VM, et al. Among authors: lekadir k. IEEE Trans Med Imaging. 2021 Dec;40(12):3543-3554. doi: 10.1109/TMI.2021.3090082. Epub 2021 Nov 30. IEEE Trans Med Imaging. 2021. PMID: 34138702 Free article.
Radiomics-Based Classification of Left Ventricular Non-compaction, Hypertrophic Cardiomyopathy, and Dilated Cardiomyopathy in Cardiovascular Magnetic Resonance.
Izquierdo C, Casas G, Martin-Isla C, Campello VM, Guala A, Gkontra P, Rodríguez-Palomares JF, Lekadir K. Izquierdo C, et al. Among authors: lekadir k. Front Cardiovasc Med. 2021 Oct 29;8:764312. doi: 10.3389/fcvm.2021.764312. eCollection 2021. Front Cardiovasc Med. 2021. PMID: 34778415 Free PMC article.
Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge.
Zhuang X, Xu J, Luo X, Chen C, Ouyang C, Rueckert D, Campello VM, Lekadir K, Vesal S, RaviKumar N, Liu Y, Luo G, Chen J, Li H, Ly B, Sermesant M, Roth H, Zhu W, Wang J, Ding X, Wang X, Yang S, Li L. Zhuang X, et al. Among authors: lekadir k. Med Image Anal. 2022 Oct;81:102528. doi: 10.1016/j.media.2022.102528. Epub 2022 Jul 9. Med Image Anal. 2022. PMID: 35834896 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.
105 results