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Vector Field Heterogeneity for the Assessment of Locally Disorganised Cardiac Electrical Propagation Wavefronts From High-Density Multielectrodes.
Pancorbo L, Ruiperez-Campillo S, Tormos A, Guill A, Cervigon R, Alberola A, Chorro FJ, Millet J, Castells F. Pancorbo L, et al. Among authors: ruiperez campillo s. IEEE Open J Eng Med Biol. 2023 Dec 20;5:32-44. doi: 10.1109/OJEMB.2023.3344349. eCollection 2024. IEEE Open J Eng Med Biol. 2023. PMID: 38445238 Free PMC article.
Dynamic prediction of malignant ventricular arrhythmias using neural networks in patients with an implantable cardioverter-defibrillator.
Kolk MZH, Ruipérez-Campillo S, Alvarez-Florez L, Deb B, Bekkers EJ, Allaart CP, Van Der Lingen ACJ, Clopton P, Išgum I, Wilde AAM, Knops RE, Narayan SM, Tjong FVY. Kolk MZH, et al. Among authors: ruiperez campillo s. EBioMedicine. 2024 Jan;99:104937. doi: 10.1016/j.ebiom.2023.104937. Epub 2023 Dec 19. EBioMedicine. 2024. PMID: 38118401 Free PMC article.
Segmenting computed tomograms for cardiac ablation using machine learning leveraged by domain knowledge encoding.
Feng R, Deb B, Ganesan P, Tjong FVY, Rogers AJ, Ruipérez-Campillo S, Somani S, Clopton P, Baykaner T, Rodrigo M, Zou J, Haddad F, Zahari M, Narayan SM. Feng R, et al. Among authors: ruiperez campillo s. Front Cardiovasc Med. 2023 Oct 2;10:1189293. doi: 10.3389/fcvm.2023.1189293. eCollection 2023. Front Cardiovasc Med. 2023. PMID: 37849936 Free PMC article.
Optimizing patient selection for primary prevention implantable cardioverter-defibrillator implantation: utilizing multimodal machine learning to assess risk of implantable cardioverter-defibrillator non-benefit.
Kolk MZH, Ruipérez-Campillo S, Deb B, Bekkers EJ, Allaart CP, Rogers AJ, Van Der Lingen ACJ, Alvarez Florez L, Isgum I, De Vos BD, Clopton P, Wilde AAM, Knops RE, Narayan SM, Tjong FVY. Kolk MZH, et al. Among authors: ruiperez campillo s. Europace. 2023 Aug 2;25(9):euad271. doi: 10.1093/europace/euad271. Europace. 2023. PMID: 37712675 Free PMC article.
Evaluation and assessment of clique arrangements for the estimation of omnipolar electrograms in high density electrode arrays: an experimental animal model study.
Ruipérez-Campillo S, Crespo M, Tormos Á, Guill A, Cebrián A, Alberola A, Heimer J, Chorro FJ, Millet J, Castells F. Ruipérez-Campillo S, et al. Phys Eng Sci Med. 2023 Sep;46(3):1193-1204. doi: 10.1007/s13246-023-01287-8. Epub 2023 Jun 26. Phys Eng Sci Med. 2023. PMID: 37358782 Free PMC article.
Machine learning of electrophysiological signals for the prediction of ventricular arrhythmias: systematic review and examination of heterogeneity between studies.
Kolk MZH, Deb B, Ruipérez-Campillo S, Bhatia NK, Clopton P, Wilde AAM, Narayan SM, Knops RE, Tjong FVY. Kolk MZH, et al. Among authors: ruiperez campillo s. EBioMedicine. 2023 Mar;89:104462. doi: 10.1016/j.ebiom.2023.104462. Epub 2023 Feb 9. EBioMedicine. 2023. PMID: 36773349 Free PMC article.
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