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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

* 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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STRESS: Super-Resolution for Dynamic Fetal MRI using Self-Supervised Learning


Jun 30, 2021
Junshen Xu, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson


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Equivariant Filters for Efficient Tracking in 3D Imaging


Mar 18, 2021
Daniel Moyer, Esra Abaci Turk, P Ellen Grant, William M. Wells, Polina Golland


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Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy


Jul 16, 2020
Molin Zhang, Junshen Xu, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson

* 10 pages, 3 figures, MICCAI 2020 

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Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency


Jun 23, 2020
Junshen Xu, Sayeri Lala, Borjan Gagoski, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson


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Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network


Jul 10, 2019
Junshen Xu, Molin Zhang, Esra Abaci Turk, Larry Zhang, Ellen Grant, Kui Ying, Polina Golland, Elfar Adalsteinsson

* MICCAI 2019 

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Placental Flattening via Volumetric Parameterization


Mar 14, 2019
S. Mazdak Abulnaga, Esra Abaci Turk, Mikhail Bessmeltsev, P. Ellen Grant, Justin Solomon, Polina Golland

* Corrected author affiliations; our code is available at https://github.com/mabulnaga/placenta-flattening 

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