Polina Golland

1971 -

educated at: Massachusetts Institute of Technology

official website: people.csail.mit.edu/polina

Polina Golland (born 1971) is an Israeli-American computer scientist specializing in medical image computing and biomedical image analysis. She is Henry Ellis Warren (1894) Professor of Electrical Engineering and Computer Science at the Massachusetts Institute of Technology (MIT), and heads the medical vision group at the MIT Computer Science and Artificial Intelligence Laboratory. Source: Wikipedia (en)

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Articles 67

Date

Title

Authors

2017-05-23

Frequency Diffeomorphisms for Efficient Image Registration

Polina Golland
2017-05-23

Population Based Image Imputation.

Mert R. Sabuncu, Polina Golland, Katie Bouman, William T. Freeman
2017-07-08

Probabilistic modeling of anatomical variability using a low dimensional parameterization of diffeomorphisms.

Polina Golland
2017-02-02

Spatiotemporal alignment of in utero BOLD-MRI series.

Javier Pascau, Polina Golland
2016-02-11

Probabilistic Modeling of Imaging, Genetics and Diagnosis

Polina Golland, Mert R. Sabuncu
2016-06-23

Statistical shape analysis: From landmarks to diffeomorphisms

Polina Golland
2016-09-16

Efficient Descriptor-Based Segmentation of Parotid Glands With Nonlocal Means.

Christian Wachinger, Polina Golland
2015-11-20

A Generative Probabilistic Model and Discriminative Extensions for Brain Lesion Segmentation--With Application to Tumor and Stroke

Koen Van Leemput, Polina Golland, Susanne Wegener, Bjoern H Menze, Tammy Riklin-Raviv, Danial Lashkari
2015-01-19

BrainPrint: a discriminative characterization of brain morphology

Bruce Fischl, Alzheimer's Disease Neuroimaging Initiative, Christian Wachinger, William S. Kremen, Polina Golland
2015-06-09

Contour-Driven Atlas-Based Segmentation

Polina Golland, Christian Wachinger
2015-09-01

Identifying Shared Brain Networks in Individuals by Decoupling Functional and Anatomical Variability

Hesheng Liu, Polina Golland, Mert R. Sabuncu, Georg Langs
2015-01-01

Generative Method to Discover Genetically Driven Image Biomarkers

Polina Golland
2015-10

Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion

Polina Golland, Satrajit S. Ghosh, Georg Langs
2014-12-04

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

Koen Van Leemput, András Jakab, Nicolas Cordier, Joana Festa, Tilak Das, Andaç Hamamcı, Sérgio Pereira, Christopher R Durst, Carlos A. Silva, Gözde Ünal, Ben Glocker, Stephen J. Price, Michel Dojat, Nuno Sousa, Nicholas J Tustison, Polina Golland, Bjoern H Menze, Max Wintermark, Marcel Prastawa, Jayashree Kalpathy-Cramer, Danial Lashkari, D. Louis Collins, Brian B Avants, Yuliya Burren
2014-08-27

Decoupling function and anatomy in atlases of functional connectivity patterns: language mapping in tumor patients

Polina Golland, Georg Langs, Danial Lashkari, Alexandra Golby
2014-12-02

Multi-modal robust inverse-consistent linear registration

Bruce Fischl, Martin Reuter, Polina Golland
2013-07-10

From connectivity models to region labels: identifying foci of a neurological disorder

Polina Golland, Marek Kubicki
2013-01-01

Sparse projections of medical images onto manifolds

Polina Golland, Christian Wachinger
2012-06-27

Data-driven functional clustering reveals dominance of face, place, and body selectivity in the ventral visual pathway

Nancy Kanwisher, Polina Golland, Danial Lashkari
2012-05-26

Whole brain resting state functional connectivity abnormalities in schizophrenia

Polina Golland, Marek Kubicki, Carl-Fredrik Westin
2012-04-22

An image analysis toolbox for high-throughput C. elegans assays

Orane Visvikis, Javier E. Irazoqui, Anne E Carpenter, Polina Golland, Frederick M. Ausubel, Carolina Wählby, Gary Ruvkun, Tammy Riklin-Raviv
2011-05-15

Detecting stable distributed patterns of brain activation using Gini contrast

Polina Golland, Bjoern H Menze, Georg Langs, Danial Lashkari
2011-08-22

Search for patterns of functional specificity in the brain: a nonparametric hierarchical Bayesian model for group fMRI data

Nancy Kanwisher, Polina Golland, Danial Lashkari
2011-08-30

Joint modeling of anatomical and functional connectivity for population studies

Polina Golland, Marek Kubicki, Carl-Fredrik Westin, Yogesh Rathi, Archana Venkataraman
2011-01-01

Learning an atlas of a cognitive process in its functional geometry

Polina Golland, Danial Lashkari, Alexandra Golby
2011-01-01

A generative approach for image-based modeling of tumor growth

Koen Van Leemput, Antti Honkela, Polina Golland
2011

A Generative Approach for Image-Based Modeling of Tumor Growth

Koen Van Leemput, Polina Golland
2010-10

A generative model for image segmentation based on label fusion

Koen Van Leemput, Bruce Fischl, Mert R. Sabuncu, Polina Golland, B.T. Thomas Yeo
2010-01-01

Robust Feature Selection in Resting-State fMRI Connectivity Based on Population Studies

Polina Golland, Marek Kubicki, Carl-Fredrik Westin
2010-06-07

Learning task-optimal registration cost functions for localizing cytoarchitecture and function in the cerebral cortex

Katrin Amunts, Bruce Fischl, Karl Zilles, Polina Golland, Tom Vercauteren, Mert R. Sabuncu, B.T. Thomas Yeo
2010-03-06

Combining spatial priors and anatomical information for fMRI detection

Polina Golland
2010-01-01

Functional Geometry Alignment and Localization of Brain Areas.

Polina Golland, Alexandra Golby

Human - wd:Q57955989

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