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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: vilades d. 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.
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: vilades d. Sci Rep. 2022 Jul 22;12(1):12532. doi: 10.1038/s41598-022-16375-0. Sci Rep. 2022. PMID: 35869125 Free PMC article.
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: vilades d. 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.
31 results