Neda Jahanshad

According to our database1, Neda Jahanshad authored at least 143 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Neuroimaging-based classification of PTSD using data-driven computational approaches: A multisite big data study from the ENIGMA-PGC PTSD consortium.
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NeuroImage, December, 2023

Multiomic approach and Mendelian randomization analysis identify causal associations between blood biomarkers and subcortical brain structure volumes.
NeuroImage, December, 2023

Association between brain similarity to severe mental illnesses and comorbid cerebral, physical, and cognitive impairments.
NeuroImage, 2023

DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features.
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CoRR, 2023

Tackling the dimensions in imaging genetics with CLUB-PLS.
CoRR, 2023

Linking Symptom Inventories using Semantic Textual Similarity.
CoRR, 2023

Partial identification of dose responses with hidden confounders.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Large-scale Normative Modeling of Brain Microstructure.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

Along-Tract Parameterization of White Matter Microstructure using Medial Tractography Analysis (MeTA).
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

Medial Tractography Analysis (MeTA) for White Matter Population Analyses Across Datasets.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Brain MRI to PET Synthesis and Amyloid Estimation in Alzheimer's Disease via 3D Multimodal Contrastive GAN.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Normative Aging for an Individual's Full Brain MRI Using Style GANs to Detect Localized Neurodegeneration.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Causal Sensitivity Analysis for Hidden Confounding: Modeling the Sex-Specific Role of Diet on the Aging Brain.
Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023

Evaluating Fiber Orientation Dispersion Measures Computed From Single-Shell Diffusion MRI.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Comprehensive Corpus Callosum Segmentation Tool for Detecting Callosal Abnormalities and Genetic Associations from Multi Contrast MRIs.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

The Influence of Brain MRI Defacing Algorithms on Brain-Age Predictions via 3D Convolutional Neural Networks.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
ENIGMA + COINSTAC: Improving Findability, Accessibility, Interoperability, and Re-usability.
Neuroinformatics, 2022

A comparison of methods to harmonize cortical thickness measurements across scanners and sites.
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NeuroImage, 2022

Cerebral blood flow and cardiovascular risk effects on resting brain regional homogeneity.
NeuroImage, 2022


Multi-site Normative Modeling of Diffusion Tensor Imaging Metrics Using Hierarchical Bayesian Regression.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

The Impact of Susceptibility Distortion Correction Protocols on Adolescent Diffusion MRI Measures.
Proceedings of the Computational Diffusion MRI - 13th International Workshop, 2022

Lifestyle Factors That Promote Brain Structural Resilience in Individuals with Genetic Risk Factors for Dementia.
Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022

2021
A gyrification analysis approach based on Laplace Beltrami eigenfunction level sets.
NeuroImage, 2021

Comparing empirical kinship derived heritability for imaging genetics traits in the UK biobank and human connectome project.
NeuroImage, 2021

Style Transfer Using Generative Adversarial Networks for Multi-site MRI Harmonization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Age-Related Heterochronicity Of Brain Morphometry May Bias Voxelwise Findings.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Region Specific Automatic Quality Assurance For MRI-Derived Cortical Segmentations.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Predicting Progression from Mild Cognitive Impairment to Alzheimer's Disease using MRI-based Cortical Features and a Two-State Markov Model.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Optimizing Connectivity-Driven Brain Parcellation Using Ensemble Clustering.
Brain Connect., 2020

A Deep Transfer Learning Framework for 3D Brain Imaging Based on Optimal Mass Transport.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

2019
Multi-Site Meta-Analysis of Morphometry.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Diffusion MRI Indices and Their Relation to Cognitive Impairment in Brain Aging: The Updated Multi-protocol Approach in ADNI3.
Frontiers Neuroinformatics, 2019

Editorial: Collaborative Efforts for Understanding the Human Brain.
Frontiers Neuroinformatics, 2019

Homogenizing Estimates of Heritability Among SOLAR-Eclipse, OpenMx, APACE, and FPHI Software Packages in Neuroimaging Data.
Frontiers Neuroinformatics, 2019

Towards Automated Hypothesis Testing in Neuroscience.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2019

Support Vector Based Autoregressive Mixed Models of Longitudinal Brain Changes and Corresponding Genetics in Alzheimer's Disease.
Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019

Towards human-guided machine learning.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Multi-Shell Diffusion MRI Measures of Brain Aging: A Preliminary Comparison From ADNI3.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Associations Between Maternal Depression and Infant Fronto-Limbic Connectivity.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Susceptibility of brain atrophy to <i>TRIB3</i> in Alzheimer's disease, evidence from functional prioritization in imaging genetics.
Proc. Natl. Acad. Sci. USA, 2018

An Empirical Comparison of Meta- and Mega-Analysis With Data From the ENIGMA Obsessive-Compulsive Disorder Working Group.
Frontiers Neuroinformatics, 2018

Heritability estimates on resting state fMRI data using the ENIGMA analysis pipeline.
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

2017
Continuous representations of brain connectivity using spatial point processes.
Medical Image Anal., 2017

Classification of Major Depressive Disorder via Multi-Site Weighted LASSO Model.
CoRR, 2017

Large-scale Feature Selection of Risk Genetic Factors for Alzheimer's Disease via Distributed Group Lasso Regression.
CoRR, 2017

ENIGMA-Viewer: interactive visualization strategies for conveying effect sizes in meta-analysis.
BMC Bioinform., 2017

Brain cortical structural differences between non-central nervous system cancer patients treated with and without chemotherapy compared to non-cancer controls: a cross-sectional pilot MRI study using clinically indicated scans.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Automatic Generation of Portions of Scientific Papers for Large Multi-Institutional Collaborations Based on Semantic Metadata.
Proceedings of the First Workshop on Enabling Open Semantic Science co-located with 16th International Semantic Web Conference (ISWC 2017), 2017

Classification of Major Depressive Disorder via Multi-site Weighted LASSO Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Product Space Decompositions for Continuous Representations of Brain Connectivity.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Classifying Phenotypes Based on the Community Structure of Human Brain Networks.
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

Graph theoretical approaches towards understanding differences in frontoparietal and default mode networks in Autism.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Structural connectome validation using pairwise classification.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

A comparison of network definitions for detecting sex differences in brain connectivity using Support Vector Machines.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Approximating principal genetic components of subcortical shape.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

A network approach to examining injury severity in pediatric TBI.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Mapping age effects along fiber tracts in young adults.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex.
Proceedings of the Information Processing in Medical Imaging, 2017

Simultaneous Matrix Diagonalization for Structural Brain Networks Classification.
Proceedings of the Complex Networks & Their Applications VI, 2017

2016
Heritability and reliability of automatically segmented human hippocampal formation subregions.
NeuroImage, 2016

The common genetic influence over processing speed and white matter microstructure: Evidence from the Old Order Amish and Human Connectome Projects.
NeuroImage, 2016

An Empirical Study of Continuous Connectivity Degree Sequence Equivalents.
CoRR, 2016

Relative value of diverse brain MRI and blood-based biomarkers for predicting cognitive decline in the elderly.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

The heritability of the functional connectome is robust to common nonlinear registration methods.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

A Continuous Model of Cortical Connectivity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Large-Scale Collaborative Imaging Genetics Studies of Risk Genetic Factors for Alzheimer's Disease Across Multiple Institutions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Comparison of template registration methods for multi-site meta-analysis of brain morphometry.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Population learning of structural connectivity by white matter encoding and decoding.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Genetic analysis of cortical sulci in 1, 009 adults.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Diffusion tensor distribution function metrics boost power to detect deficits in Alzheimer's disease.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Partial least squares modelling for imaging-genetics in Alzheimer's disease: Plausibility and generalization.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

ENIGMA-Viewer: Interactive Visualization Strategies for Conveying Effect Sizes in Meta-Analysis.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2015
Heritability of fractional anisotropy in human white matter: A comparison of Human Connectome Project and ENIGMA-DTI data.
NeuroImage, 2015

7T multi-shell hybrid diffusion imaging (HYDI) for mapping brain connectivity in mice.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Communication of brain network core connections altered in behavioral variant frontotemporal dementia but possibly preserved in early-onset Alzheimer's disease.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Information-Theoretic Clustering of Neuroimaging Metrics Related to Cognitive Decline in the Elderly.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Genetic analysis of structural brain connectivity using DICCCOL models of diffusion MRI in 522 twins.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Heritability of brain network topology in 853 twins and siblings.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Detecting genetic risk factors for Alzheimer's disease in whole genome sequence data via Lasso screening.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Medial demons registration localizes the degree of genetic influence over subcortical shape variability: An N= 1480 meta-analysis.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Feature selection improves the accuracy of classifying Alzheimer disease using diffusion tensor images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Spectral graph theory and graph energy metrics show evidence for the alzheimer's disease disconnection syndrome in APOE-4 risk gene carriers.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Automatic clustering and population analysis of white matter tracts using maximum density paths.
NeuroImage, 2014

Multi-site study of additive genetic effects on fractional anisotropy of cerebral white matter: Comparing meta and megaanalytical approaches for data pooling.
NeuroImage, 2014

Corrigendum to "Multi-site genetic analysis of diffusion images and voxelwise heritability analysis: A pilot project of the ENIGMA-DTI working group" [NeuroImage 81 (2013) 455-469].
NeuroImage, 2014

Obesity gene NEGR1 associated with white matter integrity in healthy young adults.
NeuroImage, 2014

On study design in neuroimaging heritability analyses.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Registering Cortical Surfaces Based on Whole-Brain Structural Connectivity and Continuous Connectivity Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Understanding scanner upgrade effects on brain integrity & connectivity measures.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Identifying candidate gene effects by restricting search space in a multivariate genetic analysis of white matter microstructure.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Using the raw diffusion MRI signal and the von Mises-Fisher distribution for classification of Alzheimer's disease.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014


Analysis of structural brain connectivity in 6 cases of hemispherectomy.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Workflow Reuse in Practice: A Study of Neuroimaging Pipeline Users.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013
White matter microstructural abnormalities in girls with chromosome 22q11.2 deletion syndrome, Fragile X or Turner syndrome as evidenced by diffusion tensor imaging.
NeuroImage, 2013

Genetics of the connectome.
NeuroImage, 2013

Transcriptomics of cortical gray matter thickness decline during normal aging.
NeuroImage, 2013

Multi-site genetic analysis of diffusion images and voxelwise heritability analysis: A pilot project of the ENIGMA-DTI working group.
NeuroImage, 2013

Development of brain structural connectivity between ages 12 and 30: A 4-Tesla diffusion imaging study in 439 adolescents and adults.
NeuroImage, 2013

Relation between variants in the neurotrophin receptor gene, NTRK3, and white matter integrity in healthy young adults.
NeuroImage, 2013

Magnetic Resonance Field Strength Effects on Diffusion Measures and Brain Connectivity Networks.
Brain Connect., 2013

Breakdown of Brain Connectivity Between Normal Aging and Alzheimer's Disease: A Structural <i>k</i>-Core Network Analysis.
Brain Connect., 2013

Power Estimates for Voxel-Based Genetic Association Studies Using Diffusion Imaging.
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013

Bivariate Genome-Wide Association Study of Genetically Correlated Neuroimaging Phenotypes from DTI and MRI through a Seemingly Unrelated Regression Model.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Exhaustive Search of the SNP-SNP Interactome Identifies Epistatic Effects on Brain Volume in Two Cohorts.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Rich Club Analysis of Structural Brain Connectivity at 7 Tesla Versus 3 Tesla.
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013

Disrupted Brain Connectivity in Alzheimer's Disease: Effects of Network Thresholding.
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013

Brain network efficiency and topology depend on the fiber tracking method: 11 tractography algorithms compared in 536 subjects.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Exploratory factor analysis of brain networks reveals sub-networks related to cognitive performance.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Development of the "rich club" in brain connectivity networks from 438 adolescents & adults aged 12 to 30.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Alzheimer's disease disrupts rich club organization in brain connectivity networks.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Hierarchical topological network analysis of anatomical human brain connectivity and differences related to sex and kinship.
NeuroImage, 2012

Disrupted Brain Networks in the Aging HIV+ Population.
Brain Connect., 2012

Connectivity Network Breakdown Predicts Imminent Volumetric Atrophy in Early Mild Cognitive Impairment.
Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012

Genetics of Path Lengths in Brain Connectivity Networks: HARDI-Based Maps in 457 Adults.
Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012

Test-Retest Reliability of Graph Theory Measures of Structural Brain Connectivity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

How do spatial and angular resolution affect brain connectivity maps from diffusion MRI?
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Small world network measures predict white matter degeneration in patients with early-stage mild cognitive impairment.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Predicting temporal lobe volume on MRI from genotypes using L<sup>1</sup>-L<sup>2</sup> regularized regression.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Diffusion imaging protocol effects on genetic associations.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Discovery of genes that affect human brain connectivity: A genome-wide analysis of the connectome.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Changes in anatomical brain connectivity between ages 12 and 30: A HARDI study of 467 adolescents and adults.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Left versus right hemisphere differences in brain connectivity: 4-Tesla HARDI tractography in 569 twins.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Voxelwise gene-wide association study (vGeneWAS): Multivariate gene-based association testing in 731 elderly subjects.
NeuroImage, 2011

A Hough transform global probabilistic approach to multiple-subject diffusion MRI tractography.
Medical Image Anal., 2011

Altered Structural Brain Connectivity in Healthy Carriers of the Autism Risk Gene, <i>CNTNAP2</i>.
Brain Connect., 2011

Heritability of White Matter Fiber Tract Shapes: A HARDI Study of 198 Twins.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

Atlas-based fiber clustering for multi-subject analysis of high angular resolution diffusion imaging tractography.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Boosting power to detect genetic associations in imaging using multi-locus, genome-wide scans and ridge regression.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

3D elastic registration improves HARDI-derived fiber alignment and automated tract clustering.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Sex differences in the human connectome: 4-Tesla high angular resolution diffusion imaging (HARDI) tractography in 234 young adult twins.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Principal components regression: Multivariate, gene-based tests in imaging genomics.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Longitudinal characterization of brain atrophy of a Huntington's disease mouse model by automated morphological analyses of magnetic resonance images.
NeuroImage, 2010

How does angular resolution affect diffusion imaging measures?
NeuroImage, 2010

Genetic influences on brain asymmetry: A DTI study of 374 twins and siblings.
NeuroImage, 2010

Diffusion tensor imaging in seven minutes: determining trade-offs between spatial and directional resolution.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Genetics of Anisotropy Asymmetry: Registration and Sample Size Effects.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Reducing Structural Variation to Determine the Genetics of White Matter Integrity Across Hemispheres - A DTI Study of 100 Twins.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Tracking medication information across medical records.
Proceedings of the AMIA 2009, 2009


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