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Nonparametric Aggregation of Geodesic Trends for Longitudinal Data Analysis

We propose a technique for analyzing longitudinal imaging data that models individual changes with diffeomorphic geodesic regression and aggregates these geodesics into a nonparametric group average trend. Our model is specifically tailored to the unbalanced and sparse characteristics of longitudina...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Shape Med Imaging (2018)
Egile Nagusiak: Campbell, Kristen M., Fletcher, P. Thomas
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2018
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7749520/
https://ncbi.nlm.nih.gov/pubmed/33345261
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-04747-4_22
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