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MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images.
Li L, Wu F, Wang S, Luo X, Martín-Isla C, Zhai S, Zhang J, Liu Y, Zhang Z, Ankenbrand MJ, Jiang H, Zhang X, Wang L, Arega TW, Altunok E, Zhao Z, Li F, Ma J, Yang X, Puybareau E, Oksuz I, Bricq S, Li W, Punithakumar K, Tsaftaris SA, Schreiber LM, Yang M, Liu G, Xia Y, Wang G, Escalera S, Zhuang X. Li L, et al. Among authors: martin isla c. Med Image Anal. 2023 Jul;87:102808. doi: 10.1016/j.media.2023.102808. Epub 2023 Apr 4. Med Image Anal. 2023. PMID: 37087838
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
Martin-Isla C, Campello VM, Izquierdo C, Kushibar K, Sendra-Balcells C, Gkontra P, Sojoudi A, Fulton MJ, Arega TW, Punithakumar K, Li L, Sun X, Al Khalil Y, Liu D, Jabbar S, Queiros S, Galati F, Mazher M, Gao Z, Beetz M, Tautz L, Galazis C, Varela M, Hullebrand M, Grau V, Zhuang X, Puig D, Zuluaga MA, Mohy-Ud-Din H, Metaxas D, Breeuwer M, van der Geest RJ, Noga M, Bricq S, Rentschler ME, Guala A, Petersen SE, Escalera S, Palomares JFR, Lekadir K. Martin-Isla C, et al. IEEE J Biomed Health Inform. 2023 Jul;27(7):3302-3313. doi: 10.1109/JBHI.2023.3267857. Epub 2023 Jun 30. IEEE J Biomed Health Inform. 2023. PMID: 37067963
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: martin isla c. 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: martin isla c. Sci Rep. 2022 Jul 22;12(1):12532. doi: 10.1038/s41598-022-16375-0. Sci Rep. 2022. PMID: 35869125 Free PMC 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. 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.
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: martin isla c. 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.
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: martin isla c. 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.
Prediction of incident cardiovascular events using machine learning and CMR radiomics.
Pujadas ER, Raisi-Estabragh Z, Szabo L, McCracken C, Morcillo CI, Campello VM, Martín-Isla C, Atehortua AM, Vago H, Merkely B, Maurovich-Horvat P, Harvey NC, Neubauer S, Petersen SE, Lekadir K. Pujadas ER, et al. Among authors: martin isla c. Eur Radiol. 2023 May;33(5):3488-3500. doi: 10.1007/s00330-022-09323-z. Epub 2022 Dec 13. Eur Radiol. 2023. PMID: 36512045 Free PMC article.
12 results