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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. 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.
Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries.
Sendra-Balcells C, Campello VM, Torrents-Barrena J, Ahmed YA, Elattar M, Ohene-Botwe B, Nyangulu P, Stones W, Ammar M, Benamer LN, Kisembo HN, Sereke SG, Wanyonyi SZ, Temmerman M, Gratacós E, Bonet E, Eixarch E, Mikolaj K, Tolsgaard MG, Lekadir K. Sendra-Balcells C, et al. Sci Rep. 2023 Feb 15;13(1):2728. doi: 10.1038/s41598-023-29490-3. Sci Rep. 2023. PMID: 36792642 Free PMC article.
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. Among authors: sendra balcells c. 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
Author Correction: Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries.
Sendra-Balcells C, Campello VM, Torrents-Barrena J, Ahmed YA, Elattar M, Ohene-Botwe B, Nyangulu P, Stones W, Ammar M, Benamer LN, Kisembo HN, Sereke SG, Wanyonyi SZ, Temmerman M, Gratacós E, Bonet E, Eixarch E, Mikolaj K, Tolsgaard MG, Lekadir K. Sendra-Balcells C, et al. Sci Rep. 2023 Feb 28;13(1):3410. doi: 10.1038/s41598-023-30540-z. Sci Rep. 2023. PMID: 36854807 Free PMC article. No abstract available.