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A PDE‐regularized smoothing method for space–time data over manifolds with application to medical data

We propose an innovative statistical‐numerical method to model spatio‐temporal data, observed over a generic two‐dimensional Riemanian manifold. The proposed approach consists of a regression model completed with a regularizing term based on the heat equation. The model is discretized through a fini...

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Detalles Bibliográficos
Autores principales: Ponti, Luca, Perotto, Simona, Sangalli, Laura M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10078563/
https://www.ncbi.nlm.nih.gov/pubmed/36127306
http://dx.doi.org/10.1002/cnm.3650