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LongITools: Dynamic longitudinal exposome trajectories in cardiovascular and metabolic noncommunicable diseases.
Ronkainen J, Nedelec R, Atehortua A, Balkhiyarova Z, Cascarano A, Ngoc Dang V, Elhakeem A, van Enckevort E, Goncalves Soares A, Haakma S, Halonen M, Heil KF, Heiskala A, Hyde E, Jacquemin B, Keikkala E, Kerckhoffs J, Klåvus A, Kopinska JA, Lepeule J, Marazzi F, Motoc I, Näätänen M, Ribbenstedt A, Rundblad A, Savolainen O, Simonetti V, de Toro Eadie N, Tzala E, Ulrich A, Wright T, Zarei I, d'Amico E, Belotti F, Brunius C, Castleton C, Charles MA, Gaillard R, Hanhineva K, Hoek G, Holven KB, Jaddoe VWV, Kaakinen MA, Kajantie E, Kavousi M, Lakka T, Matthews J, Piano Mortari A, Vääräsmäki M, Voortman T, Webster C, Zins M, Atella V, Bulgheroni M, Chadeau-Hyam M, Conti G, Evans J, Felix JF, Heude B, Järvelin MR, Kolehmainen M, Landberg R, Lekadir K, Parusso S, Prokopenko I, de Rooij SR, Roseboom T, Swertz M, Timpson N, Ulven SM, Vermeulen R, Juola T, Sebert S. Ronkainen J, et al. Among authors: atehortua a. Environ Epidemiol. 2021 Dec 28;6(1):e184. doi: 10.1097/EE9.0000000000000184. eCollection 2022 Feb. Environ Epidemiol. 2021. PMID: 35169663 Free PMC article.
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. 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.
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: atehortua am. 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.
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.
Xue W, Li J, Hu Z, Kerfoot E, Clough J, Oksuz I, Xu H, Grau V, Guo F, Ng M, Li X, Li Q, Liu L, Ma J, Grinias E, Tziritas G, Yan W, Atehortua A, Garreau M, Jang Y, Debus A, Ferrante E, Yang G, Hua T, Li S. Xue W, et al. Among authors: atehortua a. IEEE J Biomed Health Inform. 2021 Sep;25(9):3541-3553. doi: 10.1109/JBHI.2021.3064353. Epub 2021 Sep 3. IEEE J Biomed Health Inform. 2021. PMID: 33684050 Free PMC article.
[A model for mortality analysis in Colombia. 2000-2012].
Giraldo D, Atehortúa A, García-Arteaga JD, Díaz-Jiménez DP, Romero E, Rodríguez J. Giraldo D, et al. Among authors: atehortua a. Rev Salud Publica (Bogota). 2017 Mar-Apr;19(2):241-249. doi: 10.15446/rsap.v19n2.66239. Rev Salud Publica (Bogota). 2017. PMID: 30183968 Free article. Spanish.