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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...
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| Vydáno v: | Shape Med Imaging (2018) |
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| Hlavní autoři: | , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
2018
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| Témata: | |
| On-line přístup: | 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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