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List of works by Polina Golland

A Generative Approach for Image-Based Modeling of Tumor Growth

A Generative Model for Brain Tumor Segmentation in Multi-Modal Images

article

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

scientific article

A distributed spatio-temporal EEG/MEG inverse solver

scientific article published on 14 June 2008 from NeuroImage

A generative approach for image-based modeling of tumor growth

scientific article

A generative model for image segmentation based on label fusion

scientific article

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

scientific article

Asymmetric Image-Template Registration

Automated segmentation of hippocampal subfields from ultra-high resolution in vivo MRI.

scientific article published on June 2009

BrainPrint: a discriminative characterization of brain morphology

scientific article

Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations

scientific article published on January 2010

CellProfiler Analyst: data exploration and analysis software for complex image-based screens

scientific article

CellProfiler: image analysis software for identifying and quantifying cell phenotypes

scientific article

Combining spatial priors and anatomical information for fMRI detection

scientific article published on 06 March 2010

Contour-Driven Atlas-Based Segmentation

scientific article published on 9 June 2015

Convex Clustering with Exemplar-Based Models ⬇️

scientific article published on January 2007

Cortical Folding Development Study based on Over-Complete Spherical Wavelets

scientific article

Cortical Surface Shape Analysis Based on Spherical Wavelet Transformation

scientific article published on June 2006

Cortical surface shape analysis based on spherical wavelets

scientific article published on April 2007

DT-REFinD: diffusion tensor registration with exact finite-strain differential

scientific article

Data-driven clustering reveals a fundamental subdivision of the human cortex into two global systems

scientific article

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

scientific article published on June 27, 2012

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

scientific article

Detecting stable distributed patterns of brain activation using Gini contrast

scientific article

Detection and analysis of statistical differences in anatomical shape

scientific article published on February 2005

Discovering structure in the space of fMRI selectivity profiles

scientific article published on 4 January 2010

EXPLORING FUNCTIONAL CONNECTIVITY IN FMRI VIA CLUSTERING.

scientific article

Effects of registration regularization and atlas sharpness on segmentation accuracy

scientific article published on 19 June 2008

Efficient Descriptor-Based Segmentation of Parotid Glands With Nonlocal Means

scientific article published on 16 September 2016

Exploratory fMRI analysis without spatial normalization

scientific article published on January 2009

Frequency Diffeomorphisms for Efficient Image Registration

scientific article published on 23 May 2017

From Connectivity Models to Region Labels: Identifying Foci of a Neurological Disorder ⬇️

scientific article published on July 10, 2013

From spatial regularization to anatomical priors in fMRI analysis.

scientific article published on January 2005

Functional Geometry Alignment and Localization of Brain Areas

scientific article published on January 2010

Generative Method to Discover Genetically Driven Image Biomarkers.

scientific article published on January 2015

Guest Editorial Special Issue on Mathematical Modeling in Biomedical Image Analysis

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

scientific article published on September 2015

Image-driven population analysis through mixture modeling

scientific article

Joint Modeling of Anatomical and Functional Connectivity for Population Studies ⬇️

scientific article published on August 30, 2011

Joint Segmentation of Image Ensembles via Latent Atlases ⬇️

article

Learning an atlas of a cognitive process in its functional geometry

scientific article

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

scientific article published on 07 June 2010

Model-Based Segmentation of Hippocampal Subfields in Ultra-High Resolution In Vivo MRI

Multi-modal robust inverse-consistent linear registration

scientific article published on 2 December 2014

Multimodal functional imaging using fMRI-informed regional EEG/MEG source estimation

scientific article

Nonparametric hierarchical Bayesian model for functional brain parcellation ⬇️

scientific article published on June 13, 2010

On the construction of invertible filter banks on the 2-sphere

scientific article

Permutation tests for classification: towards statistical significance in image-based studies.

scientific article published in July 2003

Population Based Image Imputation

scientific article published on 23 May 2017

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

Probabilistic Modeling of Imaging, Genetics and Diagnosis

scientific article

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

scientific article published on 8 July 2017

RESOLVING CLUSTERED WORMS VIA PROBABILISTIC SHAPE MODELS

scientific article published on June 2010

Robust feature selection in resting-state fMRI connectivity based on population studies ⬇️

scientific article published on January 1, 2010

Scoring diverse cellular morphologies in image-based screens with iterative feedback and machine learning

scientific article

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

scientific article published on August 22, 2011

Segmentation of image ensembles via latent atlases ⬇️

scientific article published on 4 June 2010

Shape differences in the corpus callosum in first-episode schizophrenia and first-episode psychotic affective disorder

scientific article

Sparse projections of medical images onto manifolds

scientific article published on January 2013

Spatial Patterns and Functional Profiles for Discovering Structure in fMRI Data

scientific article

Spatiotemporal alignment of in utero BOLD-MRI series

scientific article

Spherical demons: fast diffeomorphic landmark-free surface registration

scientific article

Statistical shape analysis: From landmarks to diffeomorphisms

scientific article published on 23 June 2016

Supervised Nonparametric Image Parcellation

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

scientific article

What Data to Co-register for Computing Atlases

scientific article

Whole brain resting state functional connectivity abnormalities in schizophrenia ⬇️

scientific article published on May 26, 2012

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