Polina Golland

21.8k total citations · 2 hit papers
199 papers, 9.5k citations indexed

About

Polina Golland is a scholar working on Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging and Cognitive Neuroscience. According to data from OpenAlex, Polina Golland has authored 199 papers receiving a total of 9.5k indexed citations (citations by other indexed papers that have themselves been cited), including 96 papers in Computer Vision and Pattern Recognition, 67 papers in Radiology, Nuclear Medicine and Imaging and 42 papers in Cognitive Neuroscience. Recurrent topics in Polina Golland's work include Medical Image Segmentation Techniques (70 papers), Functional Brain Connectivity Studies (31 papers) and Advanced Neuroimaging Techniques and Applications (30 papers). Polina Golland is often cited by papers focused on Medical Image Segmentation Techniques (70 papers), Functional Brain Connectivity Studies (31 papers) and Advanced Neuroimaging Techniques and Applications (30 papers). Polina Golland collaborates with scholars based in United States, Germany and France. Polina Golland's co-authors include Anne E. Carpenter, David M. Sabatini, Thouis R. Jones, Robert A. Lindquist, Jason Moffat, Michael R. Lamprecht, Bruce Fischl, Joseph Chang, Ola Friman and Colin Clarke and has published in prestigious journals such as Nature, Proceedings of the National Academy of Sciences and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Polina Golland

195 papers receiving 9.3k citations

Hit Papers

2 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

CellProfiler: image analysis software for identifying and quantifying cell phenotypes

2006 3.8k citations Anne E. Carpenter, Thouis R. Jones et al. profile →
A Generative Model for Image Segmentation Based on Label Fusion

2010 357 citations Mert R. Sabuncu, B.T. Thomas Yeo et al. IEEE Transactions on Medical Imaging profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Polina Golland United States	39	2.7k	2.2k	2.0k	1.9k	1.7k	199	9.5k
Ola Friman Sweden	23	2.1k 0.8×	514 0.2×	956 0.5×	1.4k 0.7×	1.1k 0.6×	73	5.9k
Badrinath Roysam United States	45	2.3k 0.9×	2.8k 1.3×	1.4k 0.7×	2.6k 1.4×	175 0.1×	179	9.1k
John G. Sled Canada	52	1.9k 0.7×	1.7k 0.7×	5.1k 2.5×	557 0.3×	2.6k 1.6×	239	13.9k
Erik Meijering Netherlands	36	2.2k 0.8×	1.7k 0.8×	956 0.5×	2.2k 1.2×	150 0.1×	162	7.7k
P. Thévenaz Switzerland	33	870 0.3×	2.1k 0.9×	1.1k 0.6×	486 0.3×	364 0.2×	84	6.4k
Jean‐Christophe Olivo‐Marín France	53	4.2k 1.6×	1.0k 0.5×	318 0.2×	2.2k 1.2×	281 0.2×	224	10.7k
Xiaoqun Zhang China	40	3.2k 1.2×	1.2k 0.5×	613 0.3×	163 0.1×	794 0.5×	169	8.8k
Yalin Wang United States	46	1.4k 0.5×	1.3k 0.6×	1.3k 0.6×	256 0.1×	1.1k 0.7×	375	7.7k
David J. Fleet Canada	53	5.1k 1.9×	10.3k 4.7×	860 0.4×	319 0.2×	1.2k 0.7×	128	20.4k
Qingming Luo China	62	3.5k 1.3×	308 0.1×	2.8k 1.4×	2.9k 1.6×	1.3k 0.8×	560	14.6k

Countries citing papers authored by Polina Golland

Since Specialization

Citations

This map shows the geographic impact of Polina Golland's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Polina Golland with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Polina Golland more than expected).

Fields of papers citing papers by Polina Golland

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Polina Golland. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Polina Golland. The network helps show where Polina Golland may publish in the future.

Co-authorship network of co-authors of Polina Golland

This figure shows the co-authorship network connecting the top 25 collaborators of Polina Golland. A scholar is included among the top collaborators of Polina Golland based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Polina Golland. Polina Golland is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Billot, Benjamin, Daniel Moyer, Malte Hoffmann, et al.. (2024). SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI. IEEE Transactions on Medical Imaging. 43(11). 4029–4040. 2 indexed citations

Pace, Danielle F., Tom Yeh, Polina Golland, et al.. (2024). HVSMR-2.0: A 3D cardiovascular MR dataset for whole-heart segmentation in congenital heart disease. Scientific Data. 11(1). 721–721. 7 indexed citations

Young, Sean I., Adrian V. Dalca, Enzo Ferrante, et al.. (2023). Supervision by Denoising. IEEE Transactions on Pattern Analysis and Machine Intelligence. 47(9). 7279–7291. 3 indexed citations

Golland, Polina, et al.. (2022). Symmetric Volume Maps: Order-invariant Volumetric Mesh Correspondence with Free Boundary. ACM Transactions on Graphics. 42(3). 1–20. 6 indexed citations

Haft‐Javaherian, Mohammad, Martin Villiger, Chris B. Schaffer, et al.. (2020). A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homology. PubMed. 2020. 4262–4271. 10 indexed citations

Iglesias, Juan Eugenio, Koen Van Leemput, Polina Golland, & Anastasia Yendiki. (2019). Joint Inference on Structural and Diffusion MRI for Sequence-Adaptive Bayesian Segmentation of Thalamic Nuclei with Probabilistic Atlases. Lecture notes in computer science. 11492. 767–779. 4 indexed citations

Golland, Polina, et al.. (2019). Unsupervised Deep Learning for Bayesian Brain MRI Segmentation. Lecture notes in computer science. 11766. 356–365. 2 indexed citations

Dalca, Adrian V., Katherine L. Bouman, William T. Freeman, et al.. (2018). Medical Image Imputation From Image Collections. IEEE Transactions on Medical Imaging. 38(2). 504–514. 25 indexed citations

Langs, Georg, Polina Golland, & Satrajit Ghosh. (2015). Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion. Lecture notes in computer science. 9350. 313–320. 73 indexed citations

10.

Langs, Georg, Polina Golland, & Satrajit Ghosh. (2015). Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion. DSpace@MIT (Massachusetts Institute of Technology). 4 indexed citations

11.

Ayache, Nicholas, Hervé Delingette, Polina Golland, & Kensaku Mori. (2012). Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I. 11 indexed citations

12.

Raviv, Tammy Riklin, Koen Van Leemput, Bjoern Menze, Polina Golland, & William M. Wells. (2010). Segmentation of image ensembles via latent atlases. HAL (Le Centre pour la Communication Scientifique Directe). 1 indexed citations

13.

Ou, Wanmei, William M. Wells, & Polina Golland. (2010). Combining spatial priors and anatomical information for fMRI detection. DSpace@MIT (Massachusetts Institute of Technology). 1 indexed citations

14.

Yeo, B.T. Thomas, Tom Vercauteren, Pierre Fillard, et al.. (2009). DT-REFinD: Diffusion Tensor Registration With Exact Finite-Strain Differential. IEEE Transactions on Medical Imaging. 28(12). 1914–1928. 69 indexed citations

15.

Sabuncu, Mert R., et al.. (2009). Supervised Nonparametric Image Parcellation. DSpace@MIT (Massachusetts Institute of Technology). 6 indexed citations

16.

Sabuncu, Mert R., et al.. (2008). Prediction of Successful Memory Encoding from fMRI Data. 5 indexed citations

17.

Wheeler, Douglas B., David M. Sabatini, Polina Golland, et al.. (2008). CellProfiler Analyst: data exploration and analysis software for complex image-based screens. DSpace@MIT (Massachusetts Institute of Technology). 19 indexed citations

18.

Golland, Polina, et al.. (2007). Free-Form B-spline Deformation Model for Groupwise Registration. Digital Access to Scholarship at Harvard (DASH) (Harvard University). 10. 23–30. 82 indexed citations

19.

Ou, Wanmei, Polina Golland, & Matti Hämäläinen. (2007). Sources of Variability in MEG. Lecture notes in computer science. 10(Pt 2). 751–759. 11 indexed citations

20.

Mukherjee, Sayan, Polina Golland, & Dmitry Panchenko. (2003). AI Memo AIM-2003-019 Permutation Tests for Classication. Nature. 420(6911). 6–6. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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