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Author Details

Polina Golland
Massachusetts Institute of Technology
1998
174
30
PMIDPaper TitleJournal TitlePublished Year
36538911Cross-Sectional Observational Study of Typical in utero Fetal Movements Using Machine Learning.Dev Neurosci2023
37505997Supervision by Denoising.IEEE Trans Pattern Anal Mach Intell2023
37018704NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI.IEEE Trans Med Imaging2023
37285247Spatial-Intensity Transforms for Medical Image-to-Image Translation.IEEE Trans Med Imaging2023
37205264Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI.ArXiv2023
36724222SynthSR: A public AI tool to turn heterogeneous clinical brain scans into high-resolution T1-weighted images for 3D morphometry.Sci Adv2023
36520481Fetal development of functional thalamocortical and cortico-cortical connectivity.Cereb Cortex2023
36443016Radiomics-Derived Brain Age Predicts Functional Outcome After Acute Ischemic Stroke.Neurology2023
34784274Volumetric Parameterization of the Placenta to a Flattened Template.IEEE Trans Med Imaging2022
35803717Association of Stroke Lesion Pattern and White Matter Hyperintensity Burden With Stroke Severity and Outcome.Neurology2022
35347570How Machine Learning is Powering Neuroimaging to Improve Brain Health.Neuroinformatics2022
35640385Learned iterative segmentation of highly variable anatomy from limited data: Applications to whole heart segmentation for congenital heart disease.Med Image Anal2022
37103480SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI.Med Image Comput Comput Assist Interv2022
36349348Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis.J Mach Learn Biomed Imaging2022
36087451Change in T2* measurements of placenta and fetal organs during Braxton Hicks contractions.Placenta2022
34888942Automated detection and reacquisition of motion-degraded images in fetal HASTE imaging at 3 T.Magn Reson Med2022
34321995MRI Radiomic Signature of White Matter Hyperintensities Is Associated With Clinical Phenotypes.Front Neurosci2021
37103468STRESS: Super-Resolution for Dynamic Fetal MRI using Self-Supervised Learning.Med Image Comput Comput Assist Interv2021
36284600Learning-based automatic field-of-view positioning for fetal-brain MRI.Proc Int Soc Magn Reson Med Sci Meet Exhib Int Soc Magn Reson Med Sci Meet Exhib2021
36284599Motion Analysis in Fetal MRI using Deep Pose Estimator.Proc Int Soc Magn Reson Med Sci Meet Exhib Int Soc Magn Reson Med Sci Meet Exhib2021
36282980Multimodal Representation Learning via Maximization of Local Mutual Information.Med Image Comput Comput Assist Interv2021
34957233Segmentation of Tricuspid Valve Leaflets From Transthoracic 3D Echocardiograms of Children With Hypoplastic Left Heart Syndrome Using Deep Learning.Front Cardiovasc Med2021
33937857Deep Learning to Quantify Pulmonary Edema in Chest Radiographs.Radiol Artif Intell2021
29994670Keypoint Transfer for Fast Whole-Body Segmentation.IEEE Trans Med Imaging2020
36415583PEP: Parameter Ensembling by Perturbation.Adv Neural Inf Process Syst2020
36383496Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy.Med Image Comput Comput Assist Interv2020
36383490Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency.Med Image Comput Comput Assist Interv2020
36281305Fetal pose estimation from volumetric MRI using generative adversarial network.Proc Int Soc Magn Reson Med Sci Meet Exhib Int Soc Magn Reson Med Sci Meet Exhib2020
33615318Spatial-Intensity Transform GANs for High Fidelity Medical Image-to-Image Translation.Med Image Comput Comput Assist Interv2020
33889437A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homology.Conf Comput Vis Pattern Recognit Workshops2020
33634272Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.Med Image Comput Comput Assist Interv2020
31709475Detailed phenotyping of posterior vs. anterior circulation ischemic stroke: a multi-center MRI study.J Neurol2020
33110138Distributed changes of the functional connectome in patients with glioblastoma.Sci Rep2020
32771391Corrigendum to "Placental MRI: Effect of maternal position and uterine contractions on placental BOLD MRI measurements" [Placenta 95 (2020) 69-77].Placenta2020
32670186Diffusion-Weighted Imaging, MR Angiography, and Baseline Data in a Systematic Multicenter Analysis of 3,301 MRI Scans of Ischemic Stroke Patients-Neuroradiological Review Within the MRI-GENIE Study.Front Neurol2020
32493718White matter hyperintensity burden in acute stroke patients differs by ischemic stroke subtype.Neurology2020
32452404Placental MRI: Effect of maternal position and uterine contractions on placental BOLD MRI measurements.Placenta2020
30269881Effective Reserve: A Latent Variable to Improve Outcome Prediction in Stroke.J Stroke Cerebrovasc Dis2019
32587957TADPOLE Challenge: Accurate Alzheimer's disease prediction through crowdsourced forecasting of future data.Predict Intell Med2019
32494782Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network.Med Image Comput Comput Assist Interv2019
32494781Patient-specific Conditional Joint Models of Shape, Image Features and Clinical Indicators.Med Image Comput Comput Assist Interv2019
32432232Placental Flattening via Volumetric Parameterization.Med Image Comput Comput Assist Interv2019
32432231Unsupervised Deep Learning for Bayesian Brain MRI Segmentation.Med Image Comput Comput Assist Interv2019
32431481Joint inference on structural and diffusion MRI for sequence-adaptive Bayesian segmentation of thalamic nuclei with probabilistic atlases.Inf Process Med Imaging2019
31181245Registration uncertainty quantification via low-dimensional characterization of geometric deformations.Magn Reson Imaging2019
31200151White matter hyperintensity quantification in large-scale clinical acute ischemic stroke cohorts - The MRI-GENIE study.Neuroimage Clin2019
31446127Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data.Neuroimage2019
31592995Placental MRI: Developing Accurate Quantitative Measures of Oxygenation.Top Magn Reson Imaging2019
31134217Efficient Laplace Approximation for Bayesian Registration Uncertainty Quantification.Med Image Comput Comput Assist Interv2018
30097956Using the variogram for vector outlier screening: application to feature-based image registration.Int J Comput Assist Radiol Surg2018
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Collaborators

Patricia Ellen Grant
Boston Children's Hospital, Harvard Medical School
Co-authored papers 26
Mert R Sabuncu
Cornell University and Cornell Tech
Co-authored papers 25
Bruce Fischl
Massachusetts Institute of Technology
Co-authored papers 22
Natalia S Rost
Harvard Medical School
Co-authored papers 17
William M Wells
Brigham and Women's Hospital
Co-authored papers 16
Boon Thye Thomas Yeo
Yong Loo Lin School of Medicine, National University of Singapore
Co-authored papers 15
Koen Van Leemput
Technical University of Denmark
Co-authored papers 13
Ona Wu
Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging
Co-authored papers 11
Jonathan Rosand
Center for Genomic Medicine, Massachusetts General Hospital
Co-authored papers 10
Georg Langs
Medical University of Vienna
Co-authored papers 10
Juan Eugenio Iglesias
Massachusetts Institute of Technology
Co-authored papers 9
John W Cole
Co-authored papers 8
Bradford B Worrall
University of Virginia
Co-authored papers 8
Patrick F McArdle
Co-authored papers 8
Daniel Woo
University of Cincinnati
Co-authored papers 8
Gregory C Sharp
Massachusetts General Hospital
Co-authored papers 7
Bjoern H Menze
Technische Universitat Munchen, University of Zurich
Co-authored papers 6
Anne E Carpenter
Broad Institute of MIT and Harvard
Co-authored papers 6
Braxton D Mitchell
Co-authored papers 5
Ron Kikinis
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 5
Dawn Kleindorfer
University of Michigan ann arbor
Co-authored papers 4
Martin Reuter
University of Bonn
Co-authored papers 4
Huichun Xu
University of Maryland School of Medicine
Co-authored papers 4
David M Sabatini
Whitehead Institute for Biomedical Research and Massachusetts Institute of Technology
Co-authored papers 3
Joachim Hornegger
Stanford University
Co-authored papers 3
Brett M Kissela
University of Cincinnati
Co-authored papers 3
Tal Geva
Boston Children's Hospital, Harvard Medical School
Co-authored papers 3
Steve Pieper
Co-authored papers 3
Andrew J Powell
Boston Children's Hospital, Harvard Medical School
Co-authored papers 3
Seth A Berkowitz
The University of North Carolina at Chapel Hill
Co-authored papers 3
Release 1.2