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Cell to whole organ global sensitivity analysis on a four-chamber heart electromechanics model using Gaussian processes emulators.
Strocchi M, Longobardi S, Augustin CM, Gsell MAF, Petras A, Rinaldi CA, Vigmond EJ, Plank G, Oates CJ, Wilkinson RD, Niederer SA. Strocchi M, et al. Among authors: wilkinson rd. PLoS Comput Biol. 2023 Jun 26;19(6):e1011257. doi: 10.1371/journal.pcbi.1011257. eCollection 2023 Jun. PLoS Comput Biol. 2023. PMID: 37363928 Free PMC article.
Gaussian process manifold interpolation for probabilistic atrial activation maps and uncertain conduction velocity.
Coveney S, Corrado C, Roney CH, O'Hare D, Williams SE, O'Neill MD, Niederer SA, Clayton RH, Oakley JE, Wilkinson RD. Coveney S, et al. Among authors: wilkinson rd. Philos Trans A Math Phys Eng Sci. 2020 Jun 12;378(2173):20190345. doi: 10.1098/rsta.2019.0345. Epub 2020 May 25. Philos Trans A Math Phys Eng Sci. 2020. PMID: 32448072 Free PMC article.
Quantifying the impact of shape uncertainty on predicted arrhythmias.
Corrado C, Roney CH, Razeghi O, Lemus JAS, Coveney S, Sim I, Williams SE, O'Neill MD, Wilkinson RD, Clayton RH, Niederer SA. Corrado C, et al. Among authors: wilkinson rd. Comput Biol Med. 2023 Feb;153:106528. doi: 10.1016/j.compbiomed.2022.106528. Epub 2023 Jan 3. Comput Biol Med. 2023. PMID: 36634600 Free article.
Considering discrepancy when calibrating a mechanistic electrophysiology model.
Lei CL, Ghosh S, Whittaker DG, Aboelkassem Y, Beattie KA, Cantwell CD, Delhaas T, Houston C, Novaes GM, Panfilov AV, Pathmanathan P, Riabiz M, Dos Santos RW, Walmsley J, Worden K, Mirams GR, Wilkinson RD. Lei CL, et al. Among authors: wilkinson rd. Philos Trans A Math Phys Eng Sci. 2020 Jun 12;378(2173):20190349. doi: 10.1098/rsta.2019.0349. Epub 2020 May 25. Philos Trans A Math Phys Eng Sci. 2020. PMID: 32448065 Free PMC article.
75 results