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Low-Dimensional Statistics of Anatomical Variability via Compact Representation of Image Deformations

Using image-based descriptors to investigate clinical hypotheses and therapeutic implications is challenging due to the notorious “curse of dimensionality” coupled with a small sample size. In this paper, we present a low-dimensional analysis of anatomical shape variability in the space of diffeomor...

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Veröffentlicht in:Med Image Comput Comput Assist Interv
Hauptverfasser: Zhang, Miaomiao, Wells, William M., Golland, Polina
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5484008/
https://ncbi.nlm.nih.gov/pubmed/28664199
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-46726-9_20
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