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Polina Golland

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Automatic Segmentation of the Placenta in BOLD MRI Time Series

Aug 04, 2022
S. Mazdak Abulnaga, Sean I. Young, Katherine Hobgood, Eileen Pan, Clinton J. Wang, P. Ellen Grant, Esra Abaci Turk, Polina Golland

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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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Deep Learning on Implicit Neural Datasets

Jun 02, 2022
Clinton J. Wang, Polina Golland

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SUD: Supervision by Denoising for Medical Image Segmentation

Feb 07, 2022
Sean I. Young, Adrian V. Dalca, Enzo Ferrante, Polina Golland, Bruce Fischl, Juan Eugenio Iglesias

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Symmetric Volume Maps

Feb 05, 2022
S. Mazdak Abulnaga, Oded Stein, Polina Golland, Justin Solomon

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Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels

Dec 13, 2021
Sungmin Hong, Anna K. Bonkhoff, Andrew Hoopes, Martin Bretzner, Markus D. Schirmer, Anne-Katrin Giese, Adrian V. Dalca, Polina Golland, Natalia S. Rost

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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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Image Classification with Consistent Supporting Evidence

Nov 13, 2021
Peiqi Wang, Ruizhi Liao, Daniel Moyer, Seth Berkowitz, Steven Horng, Polina Golland

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3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images

Jul 20, 2021
Sungmin Hong, Razvan Marinescu, Adrian V. Dalca, Anna K. Bonkhoff, Martin Bretzner, Natalia S. Rost, Polina Golland

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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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