Placenta microstructure and microcirculation imaging with diffusion MRI
| Autor: | Slator, Paddy J., Hutter, Jana, McCabe, Laura, Gomes, Ana Dos Santos, Price, Anthony N., Panagiotaki, Eleftheria, Rutherford, Mary A., Hajnal, Joseph V., Alexander, Daniel C. |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
model selection
Full Paper placenta Quantitative Biology::Tissues and Organs Microcirculation microstructure Bayes Theorem Bayesian information criterion Full Papers—Computer Processing and Modeling diffusion MRI Diffusion Magnetic Resonance Imaging Pregnancy Image Processing Computer-Assisted Anisotropy Humans Female intravoxel incoherent motion |
| Zdroj: | Slator, P J, Hutter, J, McCabe, L, Gomes, A D S, Price, A N, Panagiotaki, E, Rutherford, M A, Hajnal, J V & Alexander, D C 2018, ' Placenta microstructure and microcirculation imaging with diffusion MRI ', Magnetic Resonance in Medicine, vol. 80, no. 2, pp. 756-766 . https://doi.org/10.1002/mrm.27036 Magnetic Resonance in Medicine |
| DOI: | 10.1002/mrm.27036 |
| Popis: | PURPOSE: To assess which microstructural models best explain the diffusion-weighted MRI signal in the human placenta.METHODS: The placentas of nine healthy pregnant subjects were scanned with a multishell, multidirectional diffusion protocol at 3T. A range of multicompartment biophysical models were fit to the data, and ranked using the Bayesian information criterion.RESULTS: Anisotropic extensions to the intravoxel incoherent motion model, which consider the effect of coherent orientation in both microvascular structure and tissue microstructure, consistently had the lowest Bayesian information criterion values. Model parameter maps and model selection results were consistent with the physiology of the placenta and surrounding tissue.CONCLUSION: Anisotropic intravoxel incoherent motion models explain the placental diffusion signal better than apparent diffusion coefficient, intravoxel incoherent motion, and diffusion tensor models, in information theoretic terms, when using this protocol. Future work will aim to determine if model-derived parameters are sensitive to placental pathologies associated with disorders, such as fetal growth restriction and early-onset pre-eclampsia. Magn Reson Med, 2018. © 2017 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|