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Cardiometabolic risk estimation using exposome data and machine learning.
Atehortúa A, Gkontra P, Camacho M, Diaz O, Bulgheroni M, Simonetti V, Chadeau-Hyam M, Felix JF, Sebert S, Lekadir K. Atehortúa A, et al. Among authors: gkontra p. Int J Med Inform. 2023 Nov;179:105209. doi: 10.1016/j.ijmedinf.2023.105209. Epub 2023 Sep 12. Int J Med Inform. 2023. PMID: 37729839 Free article.
Clinician's guide to trustworthy and responsible artificial intelligence in cardiovascular imaging.
Szabo L, Raisi-Estabragh Z, Salih A, McCracken C, Ruiz Pujadas E, Gkontra P, Kiss M, Maurovich-Horvath P, Vago H, Merkely B, Lee AM, Lekadir K, Petersen SE. Szabo L, et al. Among authors: gkontra p. Front Cardiovasc Med. 2022 Nov 8;9:1016032. doi: 10.3389/fcvm.2022.1016032. eCollection 2022. Front Cardiovasc Med. 2022. PMID: 36426221 Free PMC article. Review.
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: gkontra p. 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
Capillary pruning couples tissue perfusion and oxygenation with cardiomyocyte maturation in the postnatal mouse heart.
Santamaría R, Cruz-Caballero J, Gkontra P, Jiménez-Montiel A, Clemente C, López JA, Villalba-Orero M, Vázquez J, Hutloff A, Lara-Pezzi E, Arroyo AG. Santamaría R, et al. Among authors: gkontra p. Front Cell Dev Biol. 2023 Nov 7;11:1256127. doi: 10.3389/fcell.2023.1256127. eCollection 2023. Front Cell Dev Biol. 2023. PMID: 38020883 Free PMC article.
Cardiac Magnetic Resonance Radiomics Reveal Differential Impact of Sex, Age, and Vascular Risk Factors on Cardiac Structure and Myocardial Tissue.
Raisi-Estabragh Z, Jaggi A, Gkontra P, McCracken C, Aung N, Munroe PB, Neubauer S, Harvey NC, Lekadir K, Petersen SE. Raisi-Estabragh Z, et al. Among authors: gkontra p. Front Cardiovasc Med. 2021 Dec 22;8:763361. doi: 10.3389/fcvm.2021.763361. eCollection 2021. Front Cardiovasc Med. 2021. PMID: 35004880 Free PMC article.
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