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Page 1
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. 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. Sci Rep. 2022 Nov 7;12(1):18876. doi: 10.1038/s41598-022-21663-w. Sci Rep. 2022. PMID: 36344532 Free PMC article.
Predicting left ventricular hypertrophy from the 12-lead electrocardiogram in the UK Biobank imaging study using machine learning.
Naderi H, Ramírez J, van Duijvenboden S, Pujadas ER, Aung N, Wang L, Anwar Ahmed Chahal C, Lekadir K, Petersen SE, Munroe PB. Naderi H, et al. Among authors: pujadas er. Eur Heart J Digit Health. 2023 Jun 1;4(4):316-324. doi: 10.1093/ehjdh/ztad037. eCollection 2023 Aug. Eur Heart J Digit Health. 2023. PMID: 37538142 Free PMC article.
Radiomics of pericardial fat: a new frontier in heart failure discrimination and prediction.
Szabo L, Salih A, Pujadas ER, Bard A, McCracken C, Ardissino M, Antoniades C, Vago H, Maurovich-Horvat P, Merkely B, Neubauer S, Lekadir K, Petersen SE, Raisi-Estabragh Z. Szabo L, et al. Among authors: pujadas er. Eur Radiol. 2024 Jun;34(6):4113-4126. doi: 10.1007/s00330-023-10311-0. Epub 2023 Nov 21. Eur Radiol. 2024. PMID: 37987834 Free PMC article.
Cohort Profile: The Cardiovascular Research Data Catalogue.
Reinikainen J, Palosaari T, Canosa-Valls AJ, Schmidt CO, Wissa R, Chadalavada S, Codó L, Gelpí JL, Joseph B, van der Lugt A, Pacella E, Petersen SE, Pujadas ER, Szabo L, Zeller T, Niiranen T, Lekadir K, Kuulasmaa K. Reinikainen J, et al. Among authors: pujadas er. Int J Epidemiol. 2024 Feb 1;53(1):dyad175. doi: 10.1093/ije/dyad175. Int J Epidemiol. 2024. PMID: 38142238 No abstract available.