Statistical Analysis of Functions on Surfaces, With an Application to Medical Imaging

DOI10.1080/01621459.2019.1635479zbMath1441.62932arXiv1707.00453OpenAlexW2953869821MaRDI QIDQ5120678

Eardi Lila, John A. D. Aston

Publication date: 15 September 2020

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1707.00453

zbMATH Keywords

registrationfunctional dataneuroimaginggeometric statistics

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Functional data analysis (62R10) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (2)

Modeling Time-Varying Random Objects and Dynamic Networks ⋮ Functional random effects modeling of brain shape and connectivity

Uses Software

• fda (R)

Cites Work

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• Pairwise curve synchronization for functional data
• Variational problems on flows of diffeomorphisms for image matching
• Mixture of Kernels and Iterated Semidirect Product of Diffeomorphisms Groups
• Shapes and diffeomorphisms

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