P. Ellen Grant

SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI

Jun 22, 2022
Junshen Xu , Daniel Moyer , P. Ellen Grant , Polina Golland , Juan Eugenio Iglesias , Elfar Adalsteinsson

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* Accepted by MICCAI 2022

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Deep Relation Learning for Regression and Its Application to Brain Age Estimation

Apr 13, 2022
Sheng He , Yanfang Feng , P. Ellen Grant , Yangming Ou

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* IEEE Transactions on Medical Imaging. 2022

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Volumetric Parameterization of the Placenta to a Flattened Template

Nov 15, 2021
S. Mazdak Abulnaga , Esra Abaci Turk , Mikhail Bessmeltsev , P. Ellen Grant , Justin Solomon , Polina Golland

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* Accepted to IEEE TMI ( (c) IEEE). This manuscript expands the MICCAI 2019 paper (arXiv:1903.05044) by developing additional template models and extensions to improve robustness, expanded evaluation on a significantly larger dataset, and experiments and discussion demonstrating utility for clinical research. Code is available at https://github.com/mabulnaga/placenta-flattening

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Rapid head-pose detection for automated slice prescription of fetal-brain MRI

Oct 08, 2021
Malte Hoffmann , Esra Abaci Turk , Borjan Gagoski , Leah Morgan , Paul Wighton , M. Dylan Tisdall , Martin Reuter , Elfar Adalsteinsson , P. Ellen Grant , Lawrence L. Wald , André J. W. van der Kouwe

* Int J Imaging Syst Technol, 31 (3), 2021, 1136-1154
* 19 pages, 10 figures, 2 tables, fetal MRI, head-pose detection, MSER, scan automation, scan prescription, slice positioning, final published version

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