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Polina Golland

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

Jun 23, 2021
Junshen Xu, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson

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Segmentation of Anatomical Layers and Artifacts in Intravascular Polarization Sensitive Optical Coherence Tomography Using Attending Physician and Boundary Cardinality Lost Terms

May 11, 2021
Mohammad Haft-Javaherian, Martin Villiger, Kenichiro Otsuka, Joost Daemen, Peter Libby, Polina Golland, Brett E. Bouma

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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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Multimodal Representation Learning via Maximization of Local Mutual Information

Mar 08, 2021
Ruizhi Liao, Daniel Moyer, Miriam Cha, Keegan Quigley, Seth Berkowitz, Steven Horng, Polina Golland, William M. Wells

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Harmonization and the Worst Scanner Syndrome

Jan 15, 2021
Daniel Moyer, Polina Golland

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Bayesian Image Reconstruction using Deep Generative Models

Jan 04, 2021
Razvan V Marinescu, Daniel Moyer, Polina Golland

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Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast

Dec 24, 2020
Juan Eugenio Iglesias, Benjamin Billot, Yael Balbastre, Azadeh Tabari, John Conklin, Daniel C. Alexander, Polina Golland, Brian L. Edlow, Bruce Fischl

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PEP: Parameter Ensembling by Perturbation

Oct 24, 2020
Alireza Mehrtash, Purang Abolmaesumi, Polina Golland, Tina Kapur, Demian Wassermann, William M. Wells III

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Predictive Modeling of Anatomy with Genetic and Clinical Data

Oct 09, 2020
Adrian V. Dalca, Ramesh Sridharan, Mert R. Sabuncu, Polina Golland

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