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Reliable Dual Tensor Model Estimation in Single and Crossing Fibers Based on Jeffreys Prior

Reliable Dual Tensor Model Estimation in Single and Crossing Fibers Based on Jeffreys Prior

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_1830387533

Reliable Dual Tensor Model Estimation in Single and Crossing Fibers Based on Jeffreys Prior

About this item

Full title

Reliable Dual Tensor Model Estimation in Single and Crossing Fibers Based on Jeffreys Prior

Publisher

United States: Public Library of Science

Journal title

PloS one, 2016-10, Vol.11 (10), p.e0164336-e0164336

Language

English

Formats

Publication information

Publisher

United States: Public Library of Science

More information

Scope and Contents

Contents

This paper presents and studies a framework for reliable modeling of diffusion MRI using a data-acquisition adaptive prior.
Automated relevance determination estimates the mean of the posterior distribution of a rank-2 dual tensor model exploiting Jeffreys prior (JARD). This data-acquisition prior is based on the Fisher information matrix and en...

Alternative Titles

Full title

Reliable Dual Tensor Model Estimation in Single and Crossing Fibers Based on Jeffreys Prior

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_plos_journals_1830387533

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_1830387533

Other Identifiers

ISSN

1932-6203

E-ISSN

1932-6203

DOI

10.1371/journal.pone.0164336

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