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Exact Topological Inference for Paired Brain Networks via Persistent Homology

We present a novel framework for characterizing paired brain networks using techniques in hyper-networks, sparse learning and persistent homology. The framework is general enough for dealing with any type of paired images such as twins, multimodal and longitudinal images. The exact nonparametric sta...

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Dades bibliogràfiques
Publicat a:Inf Process Med Imaging
Autors principals: Chung, Moo K., Vilalta-Gil, Victoria, Lee, Hyekyoung, Rathouz, Paul J., Lahey, Benjamin B., Zald, David H.
Format: Artigo
Idioma:Inglês
Publicat: 2017
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5654491/
https://ncbi.nlm.nih.gov/pubmed/29075089
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-59050-9_24
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