Polina Golland

Computer ScienceMedicineNeuroscience

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 2%percentile

2.6Author DataRank

Indexed papers

3in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Deep Learning to Quantify Pulmonary Edema in Chest Radiographs

Radiology Artificial Intelligence(2021)10.1148/ryai.2021190228

Top 11%

2.0DataRank

Top 11%42 citations

Ruizhi Liao, Xin Wang, Sandeep Dalal, Polina Golland, Seth J. Berkowitz +1 more

Papers

Driven by 48 papers — median percentile 67. Top paper: “Deep Learning to Quantify Pulmonary Edema in Chest Radiographs”.

Deep Learning to Quantify Pulmonary Edema in Chest Radiographs

Radiology Artificial Intelligence(2021)10.1148/ryai.2021190228

Top 11%

2.0DataRank

Top 11%42 citations

Ruizhi Liao, Xin Wang, Sandeep Dalal, Polina Golland, Seth J. Berkowitz +1 more

The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up

The Journal of Machine Learning for Biomedical Imaging(2021)10.59275/j.melba.2021-2dcc

N/A

1.7DataRank · unranked

70 citations

Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, Arthur W. Toga, Michael W. Weiner +92 more

Diversifying Sparsity Using Variational Determinantal Point Processes

arXiv (Cornell University)(2014)10.48550/arxiv.1411.6307

N/A

0.789DataRank · unranked

10 citations

Richard Sandstrom, Alex Kulesza, Sharon L. R. Kardia, Polina Golland, Luke Bornn +1 more

HVSMR-2.0: A 3D cardiovascular MR dataset for whole-heart segmentation in congenital heart disease

Scientific Data(2024)10.1038/s41597-024-03469-9

Top 33%

0.605DataRank

Top 33%13 citations

Hannah Contreras, Jennifer Romanowicz, Shruti Ghelani, Imon Rahaman, Yue Zhang +9 more

A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homology

PubMed(2020)10.1109/cvprw50498.2020.00503

N/A

0.494DataRank · unranked

26 citations

Martin Villiger, Chris B. Schaffer, Nozomi Nishimura, Polina Golland, Brett E. Bouma +1 more

Segmentation of Tricuspid Valve Leaflets From Transthoracic 3D Echocardiograms of Children With Hypoplastic Left Heart Syndrome Using Deep Learning

Frontiers in Cardiovascular Medicine(2021)10.3389/fcvm.2021.735587

N/A

0.489DataRank · unranked

25 citations

Danielle F. Pace, Hannah H. Nam, András Lassó, Patrick V. Dinh, Maura Flynn +4 more

NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI

Figshare(2022)10.36227/techrxiv.21398868.v1

N/A

0.292DataRank · unranked

6 citations

Daniel Moyer, Borjan Gagoski, Juan Eugenio Iglesias, P. Ellen Grant, Polina Golland +2 more

MRI Radiomic Signature of White Matter Hyperintensities Is Associated with Clinical Phenotypes

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.01.24.427986

N/A

0.208DataRank · unranked

3 citations

Anna K. Bonkhoff, Markus D. Schirmer, Sung‐Min Hong, Adrian V. Dalca, Kathleen Donahue +51 more

Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging

NeuroImage(2025)10.1016/j.neuroimage.2025.121045

N/A

0.208DataRank · unranked

3 citations

Georg Langs, Wolfgang Bogner, Stanislav Motyka, Bernhard Strasser, Polina Golland +9 more

Lesions in putative language and attention regions are linked to more severe strokes in patients with higher white matter hyperintensity burden

medRxiv(2021)10.1101/2021.11.05.21265496

N/A

0.165DataRank · unranked

2 citations

Sung‐Min Hong, Martin Bretzner, Markus D. Schirmer, Robert W. Regenhardt, Ethem Murat Arsava +52 more

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

Lecture notes in computer science(2022)10.1007/978-3-031-16446-0_1

N/A

0DataRank · unranked

41 citations

Daniel Moyer, P. Ellen Grant, Polina Golland, Juan Eugenio Iglesias, Elfar Adalsteinsson +1 more

NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI

(2022)10.36227/techrxiv.21398868

N/A

0DataRank · unranked

9 citations

Daniel Moyer, Borjan Gagoski, Juan Eugenio Iglesias, P. Ellen Grant, Polina Golland +2 more

NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI

IEEE Transactions on Medical Imaging(2023)10.1109/tmi.2023.3236216

N/A

0DataRank · unranked

96 citations

Daniel Moyer, Borjan Gagoski, Juan Eugenio Iglesias, P. Ellen Grant, Polina Golland +2 more

Accurate Bayesian segmentation of thalamic nuclei using diffusion MRI and an improved histological atlas

NeuroImage(2023)10.1016/j.neuroimage.2023.120129

N/A

0DataRank · unranked

28 citations

Sonja Soskic, Juri Althonayan, Chiara Maffei, Koen Van Leemput, Polina Golland +10 more

Spatial-Intensity Transforms for Medical Image-to-Image Translation

IEEE Transactions on Medical Imaging(2023)10.1109/tmi.2023.3283948

N/A

0DataRank · unranked

14 citations

Natalia S. Rost, Polina Golland, Clinton Wang

Automated segmentation of 3D cine cardiovascular magnetic resonance imaging

Frontiers in Cardiovascular Medicine(2023)10.3389/fcvm.2023.1167500

N/A

0DataRank · unranked

14 citations

Jennifer Romanowicz, Danielle F. Pace, Polina Golland, Andrew J. Powell, Andreas Maier +7 more

Data Consistent Deep Rigid MRI Motion Correction

PubMed(2023)10.48550/arxiv.2301.10365

N/A

0DataRank · unranked

11 citations

Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost +3 more

Supervision by Denoising

IEEE Transactions on Pattern Analysis and Machine Intelligence(2023)10.1109/tpami.2023.3299789

N/A

0DataRank · unranked

8 citations

Adrian V. Dalca, Enzo Ferrante, Polina Golland, Christopher A. Metzler, Bruce Fischl +2 more

Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series

The Journal of Machine Learning for Biomedical Imaging(2023)10.59275/j.melba.2023-g3f8

N/A

0DataRank · unranked

6 citations

Neel Dey, Sean I. Young, Eileen Pan, Katherine Hobgood, Clinton J. Wang +4 more

Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series

arXiv (Cornell University)(2023)10.48550/arxiv.2311.02874

N/A

0DataRank · unranked

3 citations

Zhongxiao Cong, Clinton J. Wang, Yingcheng Liu, Esra Abacı Türk, P. Ellen Grant +4 more

Sample-Specific Debiasing for Better Image-Text Models

arXiv (Cornell University)(2023)10.48550/arxiv.2304.13181

N/A

0DataRank · unranked

1 citations

Yingcheng Liu, Ching-Yun Ko, William M. Wells, Seth A. Berkowitz, Steven Horng +2 more

Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series

Lecture notes in computer science(2023)10.1007/978-3-031-45544-5_7

N/A

0DataRank · unranked

1 citations

Neerav Karani, S. Mazdak Abulnaga, Junshen Xu, P. Ellen Grant, Esra Abacı Türk +2 more

SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI

arXiv (Cornell University)(2023)10.48550/arxiv.2312.13534

N/A

0DataRank · unranked

1 citations

Neel Dey, Daniel Moyer, Malte Hoffmann, Esra Abacı Türk, Borjan Gagoski +3 more

Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI

arXiv (Cornell University)(2023)10.48550/arxiv.2305.03413

N/A

0DataRank · unranked

0 citations

Sonja Soskic, Mark Olchanyi, Juri Althonayan, Benjamin Billot, Chiara Maffei +7 more

AnyStar: Domain randomized universal star-convex 3D instance segmentation

arXiv (Cornell University)(2023)10.48550/arxiv.2307.07044

N/A

0DataRank · unranked

0 citations

S. Mazdak Abulnaga, Benjamin Billot, Esra Abacı Türk, P. Ellen Grant, Adrian V. Dalca +2 more

Boundary-weighted logit consistency improves calibration of segmentation networks

arXiv (Cornell University)(2023)10.48550/arxiv.2307.08163

N/A

0DataRank · unranked

0 citations

Neel Dey, Polina Golland, Neerav Karani

Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series

arXiv (Cornell University)(2023)10.48550/arxiv.2310.03870

N/A

0DataRank · unranked

0 citations

Neerav Karani, Neel Dey, S. Mazdak Abulnaga, Junshen Xu, P. Ellen Grant +3 more

Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI

arXiv (Cornell University)(2023)10.48550/arxiv.2312.03102

N/A

0DataRank · unranked

0 citations

Yaël Balbastre, Bruce Fischl, Polina Golland, Juan Eugenio Iglesias, Sean I. Young

SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI

IEEE Transactions on Medical Imaging(2024)10.1109/tmi.2024.3411989

N/A

0DataRank · unranked

10 citations

Neel Dey, Daniel Moyer, Malte Hoffmann, Esra Abacı Türk, Borjan Gagoski +3 more

Segmentation of anatomical layers and imaging artifacts in intravascular polarization sensitive optical coherence tomography using attending physician and boundary cardinality losses

Biomedical Optics Express(2024)10.1364/boe.514673

N/A

0DataRank · unranked

5 citations

Martin Villiger, Kenichiro Otsuka, Joost Daemen, Peter Libby, Polina Golland +2 more

Intraoperative 2D/3D Image Registration via Differentiable X-Ray Rendering

PubMed(2024)10.1109/cvpr52733.2024.01108

N/A

0DataRank · unranked

40 citations

Neel Dey, Polina Golland, Vivek Gopalakrishnan

AnyStar: Domain randomized universal star-convex 3D instance segmentation

PubMed(2024)10.1109/wacv57701.2024.00742

N/A

0DataRank · unranked

17 citations

S. Mazdak Abulnaga, Benjamin Billot, Esra Abacı Türk, P. Ellen Grant, Adrian V. Dalca +2 more

Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI

(2024)10.1109/cvpr52733.2024.01096

N/A

0DataRank · unranked

8 citations

Yaël Balbastre, Bruce Fischl, Polina Golland, Juan Eugenio Iglesias, Sean I. Young

Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT Reconstruction

arXiv (Cornell University)(2024)10.48550/arxiv.2411.19224

N/A

0DataRank · unranked

1 citations

Vivek Gopalakrishnan, Neel Dey, Polina Golland, Sarah Frisken, Momeni, Mohammadhossein

SpaER: Learning Spatio-temporal Equivariant Representations for Fetal Brain Motion Tracking

arXiv (Cornell University)(2024)10.48550/arxiv.2407.20198

N/A

0DataRank · unranked

0 citations

Razieh Faghihpirayesh, Polina Golland, Ali Gholipour, Jian Wang

A Unified Deep Learning Framework for Motion Correction in Medical Imaging

arXiv (Cornell University)(2024)10.48550/arxiv.2409.14204

N/A

0DataRank · unranked

0 citations

Razieh Faghihpirayesh, Danny Joca, Polina Golland, Ali Gholipour, Jian Wang

Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging

arXiv (Cornell University)(2024)10.48550/arxiv.2409.18303

N/A

0DataRank · unranked

0 citations

Georg Langs, Wolfgang Bogner, Stanislav Motyka, Bernhard Strasser, Polina Golland +9 more

Medical Image Computing and Computer Assisted Intervention – MICCAI 2025

Lecture notes in computer science(2025)10.1007/978-3-032-05162-2

N/A

0DataRank · unranked

0 citations

Daniel C. Alexander, Jaesung Hong, Juan Eugenio Iglesias, Carole H. Sudre, Archana Venkataraman +4 more

Spatial Regularisation for Improved Accuracy and Interpretability in Keypoint-Based Registration

Lecture notes in computer science(2025)10.1007/978-3-032-05185-1_56

N/A

0DataRank · unranked

0 citations

Ramya Muthukrishnan, Esra Abacı Türk, P. Ellen Grant, Nicholas Ayache, Hervé Delingette +2 more

Placental MRI: Effect of maternal position and uterine contractions on placental BOLD MRI measurements

Placenta(2020)10.1016/j.placenta.2020.04.008

N/A

0DataRank · unranked

51 citations

S. Mazdak Abulnaga, Jie Luo, Jeffrey N. Stout, Henry A. Feldman, Ata Türk +10 more

Distributed changes of the functional connectome in patients with glioblastoma

Scientific Reports(2020)10.1038/s41598-020-74726-1

N/A

0DataRank · unranked

46 citations

Julia Furtner, Barbara Kiesel, Ernst Schwartz, Thomas Roetzer, Nikolaus Fortelny +15 more

The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up

EUR Research Repository (Erasmus University Rotterdam)(2020)10.48550/arxiv.2002.03419

Top 100%

0DataRank

Top 100%0 citations

Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, Arthur W. Toga, Michael W. Weiner +91 more

Volumetric Parameterization of the Placenta to a Flattened Template

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3128743

N/A

0DataRank · unranked

9 citations

Esra Abacı Türk, Mikhail Bessmeltsev, P. Ellen Grant, Justin Solomon, Polina Golland +1 more

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

NeuroImage(2021)10.1016/j.neuroimage.2021.118206

N/A

0DataRank · unranked

8 citations

Benjamin Billot, Yaël Balbastre, Azadeh Tabari, John Conklin, R. Gilberto González +5 more

STRESS: Super-Resolution for Dynamic Fetal MRI Using Self-supervised Learning

Lecture notes in computer science(2021)10.1007/978-3-030-87234-2_19

N/A

0DataRank · unranked

11 citations

Esra Abacı Türk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson, Junshen Xu

Fetal development of functional thalamocortical and cortico–cortical connectivity

Cerebral Cortex(2022)10.1093/cercor/bhac446

N/A

0DataRank · unranked

46 citations

Ernst Schwartz, Karl‐Heinz Nenning, Daniel Sobotka, Roxane Licandro, Sarah Glatter +7 more

Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis

The Journal of Machine Learning for Biomedical Imaging(2022)10.59275/j.melba.2022-16cc

N/A

0DataRank · unranked

21 citations

Juan Eugenio Iglesias, Elfar Adalsteinsson, Adrian V. Dalca, Polina Golland, Nalini Singh

Change in T2* measurements of placenta and fetal organs during Braxton Hicks contractions

Placenta(2022)10.1016/j.placenta.2022.08.011

N/A

0DataRank · unranked

13 citations

Jeffrey N. Stout, Henry A. Feldman, Borjan Gagoski, Cindy Zhou, Rubii Tamen +7 more

Polina Golland

Indexed papers

Top data-sharing exemplar

Papers