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Radiomics analysis enhances the diagnostic performance of CMR stress perfusion: a proof-of-concept study using the Dan-NICAD dataset.
Raisi-Estabragh Z, Martin-Isla C, Nissen L, Szabo L, Campello VM, Escalera S, Winther S, Bøttcher M, Lekadir K, Petersen SE. Raisi-Estabragh Z, et al. Among authors: campello vm. Front Cardiovasc Med. 2023 Sep 15;10:1141026. doi: 10.3389/fcvm.2023.1141026. eCollection 2023. Front Cardiovasc Med. 2023. PMID: 37781298 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: campello vm. 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. Among authors: campello vm. 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.
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. Among authors: campello vm. Sci Rep. 2023 Feb 15;13(1):2728. doi: 10.1038/s41598-023-29490-3. Sci Rep. 2023. PMID: 36792642 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: campello vm. 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.
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: campello vm. Sci Rep. 2022 Nov 7;12(1):18876. doi: 10.1038/s41598-022-21663-w. Sci Rep. 2022. PMID: 36344532 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: campello vm. 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.
16 results