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Page 1
Big Data and Artificial Intelligence: Opportunities and Threats in Electrophysiology.
van de Leur RR, Boonstra MJ, Bagheri A, Roudijk RW, Sammani A, Taha K, Doevendans PA, van der Harst P, van Dam PM, Hassink RJ, van Es R, Asselbergs FW. van de Leur RR, et al. Among authors: van es r, van dam pm, van der harst p. Arrhythm Electrophysiol Rev. 2020 Nov;9(3):146-154. doi: 10.15420/aer.2020.26. Arrhythm Electrophysiol Rev. 2020. PMID: 33240510 Free PMC article. Review.
Discovering and Visualizing Disease-Specific Electrocardiogram Features Using Deep Learning: Proof-of-Concept in Phospholamban Gene Mutation Carriers.
van de Leur RR, Taha K, Bos MN, van der Heijden JF, Gupta D, Cramer MJ, Hassink RJ, van der Harst P, Doevendans PA, Asselbergs FW, van Es R. van de Leur RR, et al. Among authors: van der heijden jf, van es r, van der harst p. Circ Arrhythm Electrophysiol. 2021 Feb;14(2):e009056. doi: 10.1161/CIRCEP.120.009056. Epub 2021 Jan 5. Circ Arrhythm Electrophysiol. 2021. PMID: 33401921 Free PMC article.
Electrocardiogram-based mortality prediction in patients with COVID-19 using machine learning.
van de Leur RR, Bleijendaal H, Taha K, Mast T, Gho JMIH, Linschoten M, van Rees B, Henkens MTHM, Heymans S, Sturkenboom N, Tio RA, Offerhaus JA, Bor WL, Maarse M, Haerkens-Arends HE, Kolk MZH, van der Lingen ACJ, Selder JJ, Wierda EE, van Bergen PFMM, Winter MM, Zwinderman AH, Doevendans PA, van der Harst P, Pinto YM, Asselbergs FW, van Es R, Tjong FVY; CAPACITY-COVID collaborative consortium. van de Leur RR, et al. Among authors: van bergen pfmm, van es r, van der lingen acj, van rees b, van der harst p. Neth Heart J. 2022 Jun;30(6):312-318. doi: 10.1007/s12471-022-01670-2. Epub 2022 Mar 17. Neth Heart J. 2022. PMID: 35301688 Free PMC article.
Life-threatening ventricular arrhythmia prediction in patients with dilated cardiomyopathy using explainable electrocardiogram-based deep neural networks.
Sammani A, van de Leur RR, Henkens MTHM, Meine M, Loh P, Hassink RJ, Oberski DL, Heymans SRB, Doevendans PA, Asselbergs FW, Te Riele ASJM, van Es R. Sammani A, et al. Among authors: van es r, van de leur rr. Europace. 2022 Oct 13;24(10):1645-1654. doi: 10.1093/europace/euac054. Europace. 2022. PMID: 35762524 Free PMC article.
Interatrial Block Predicts Life-Threatening Arrhythmias in Dilated Cardiomyopathy.
Henkens MTHM, López Martínez H, Weerts J, Sammani A, Raafs AG, Verdonschot JAJ, van de Leur RR, Sikking MA, Stroeks S, van Empel VPM, Brunner-La Rocca HP, van Stipdonk AMW, Farmakis D, Hazebroek MR, Vernooy K, Bayés-de-Luna A, Asselbergs FW, Bayés-Genís A, Heymans SRB. Henkens MTHM, et al. Among authors: van stipdonk amw, van de leur rr, van empel vpm. J Am Heart Assoc. 2022 Jul 19;11(14):e025473. doi: 10.1161/JAHA.121.025473. Epub 2022 Jul 15. J Am Heart Assoc. 2022. PMID: 35861818 Free PMC article.
Improving explainability of deep neural network-based electrocardiogram interpretation using variational auto-encoders.
van de Leur RR, Bos MN, Taha K, Sammani A, Yeung MW, van Duijvenboden S, Lambiase PD, Hassink RJ, van der Harst P, Doevendans PA, Gupta DK, van Es R. van de Leur RR, et al. Eur Heart J Digit Health. 2022 Jul 25;3(3):390-404. doi: 10.1093/ehjdh/ztac038. eCollection 2022 Sep. Eur Heart J Digit Health. 2022. PMID: 36712164 Free PMC article.
Deep neural network-based clustering of deformation curves reveals novel disease features in PLN pathogenic variant carriers.
Taha K, van de Leur RR, Vessies M, Mast TP, Cramer MJ, Cauwenberghs N, Verstraelen TE, de Brouwer R, Doevendans PA, Wilde A, Asselbergs FW, van den Berg MP, D'hooge J, Kuznetsova T, Teske AJ, van Es R. Taha K, et al. Among authors: van de leur rr. Int J Cardiovasc Imaging. 2023 Nov;39(11):2149-2161. doi: 10.1007/s10554-023-02924-9. Epub 2023 Aug 11. Int J Cardiovasc Imaging. 2023. PMID: 37566298 Free PMC article.
Automatic Triage of 12-Lead ECGs Using Deep Convolutional Neural Networks.
van de Leur RR, Blom LJ, Gavves E, Hof IE, van der Heijden JF, Clappers NC, Doevendans PA, Hassink RJ, van Es R. van de Leur RR, et al. Among authors: van der heijden jf, van es r. J Am Heart Assoc. 2020 May 18;9(10):e015138. doi: 10.1161/JAHA.119.015138. Epub 2020 May 14. J Am Heart Assoc. 2020. PMID: 32406296 Free PMC article.
Deep neural networks reveal novel sex-specific electrocardiographic features relevant for mortality risk.
Siegersma KR, van de Leur RR, Onland-Moret NC, Leon DA, Diez-Benavente E, Rozendaal L, Bots ML, Coronel R, Appelman Y, Hofstra L, van der Harst P, Doevendans PA, Hassink RJ, den Ruijter HM, van Es R. Siegersma KR, et al. Among authors: van de leur rr. Eur Heart J Digit Health. 2022 Mar 21;3(2):245-254. doi: 10.1093/ehjdh/ztac010. eCollection 2022 Jun. Eur Heart J Digit Health. 2022. PMID: 36713005 Free PMC article.
22 results