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Computationally efficient mechanism discovery for cell invasion with uncertainty quantification
Parameter estimation for mathematical models of biological processes is often difficult and depends significantly on the quality and quantity of available data. We introduce an efficient framework using Gaussian processes to discover mechanisms underlying delay, migration, and proliferation in a cel...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710850/ https://www.ncbi.nlm.nih.gov/pubmed/36383612 http://dx.doi.org/10.1371/journal.pcbi.1010599 |