Adolf Pfefferbaum

Orcid: 0000-0001-6796-3766

According to our database1, Adolf Pfefferbaum authored at least 45 papers between 2001 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs.
Medical Image Anal., 2024

2022
Multi-label, multi-domain learning identifies compounding effects of HIV and cognitive impairment.
Medical Image Anal., 2022

2021
Longitudinal Pooling & Consistency Regularization to Model Disease Progression From MRIs.
IEEE J. Biomed. Health Informatics, 2021

Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos.
Medical Image Anal., 2021

Representation Learning with Statistical Independence to Mitigate Bias.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Self-supervised Longitudinal Neighbourhood Embedding.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
Deep learning identifies morphological determinants of sex differences in the pre-adolescent brain.
NeuroImage, 2020

Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization.
CoRR, 2020

Spatio-Temporal Graph Convolution for Functional MRI Analysis.
CoRR, 2020

Vision-Based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Deep Parametric Mixtures for Modeling the Functional Connectome.
Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Inpainting Cropped Diffusion MRI Using Deep Generative Models.
Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020

2019
Bias-Resilient Neural Network.
CoRR, 2019

Confounder-Aware Visualization of ConvNets.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Covariance Shrinkage for Dynamic Functional Connectivity.
Proceedings of the Connectomics in NeuroImaging - Third International Workshop, 2019

Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis.
Proceedings of the Information Processing in Medical Imaging, 2019

2018
Chained regularization for identifying brain patterns specific to HIV infection.
NeuroImage, 2018

2016
Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study.
NeuroImage, 2016

2015
Quantitative Susceptibility Mapping by Inversion of a Perturbation Field Model: Correlation With Brain Iron in Normal Aging.
IEEE Trans. Medical Imaging, 2015

2013
Fiber tract-driven topographical mapping (FTTM) reveals microstructural relevance for interhemispheric visuomotor function in the aging brain.
NeuroImage, 2013

Variation in longitudinal trajectories of regional brain volumes of healthy men and women (ages 10 to 85 years) measured with atlas-based parcellation of MRI.
NeuroImage, 2013

2012
Combining atlas-based parcellation of regional brain data acquired across scanners at 1.5 T and 3.0 T field strengths.
NeuroImage, 2012

MRI estimates of brain iron concentration in normal aging using quantitative susceptibility mapping.
NeuroImage, 2012

The INIA19 Template and NeuroMaps Atlas for Primate Brain Image Parcellation and Spatial Normalization.
Frontiers Neuroinformatics, 2012

2011
Developmental change in regional brain structure over 7 months in early adolescence: Comparison of approaches for longitudinal atlas-based parcellation.
NeuroImage, 2011

Sheet-Like White Matter Fiber Tracts: Representation, Clustering, and Quantitative Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2009
Problem solving, working memory, and motor correlates of association and commissural fiber bundles in normal aging: A quantitative fiber tracking study.
NeuroImage, 2009

Double dissociation between action-driven and perception-driven conflict resolution invoking anterior versus posterior brain systems.
NeuroImage, 2009

MRI estimates of brain iron concentration in normal aging: Comparison of field-dependent (FDRI) and phase (SWI) methods.
NeuroImage, 2009

Subject-Matched Templates for Spatial Normalization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Regression Models of Atlas Appearance.
Proceedings of the Information Processing in Medical Imaging, 2009

2008
The SRI24 multichannel brain atlas: construction and applications.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Volume Reconstruction by Inverse Interpolation: Application to Interleaved MR Motion Correction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2007
In vivo fiber tracking in the rat brain on a clinical 3T MRI system using a high strength insert gradient coil.
NeuroImage, 2007

Divergence-Based Framework for Diffusion Tensor Clustering, Interpolation, and Regularization.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
fMRI evidence for individual differences in premotor modulation of extrastriatal visual-perceptual processing of redundant targets.
NeuroImage, 2006

Contribution of alcoholism to brain dysmorphology in HIV infection: Effects on the ventricles and corpus callosum.
NeuroImage, 2006

2005
Frontal circuitry degradation marks healthy adult aging: Evidence from diffusion tensor imaging.
NeuroImage, 2005

Information Fusion in Biomedical Image Analysis: Combination of Data vs. Combination of Interpretations.
Proceedings of the Information Processing in Medical Imaging, 2005

2004
Postmortem MR imaging of formalin-fixed human brain.
NeuroImage, 2004

In vivo 2D J-resolved magnetic resonance spectroscopy of rat brain with a 3-T clinical human scanner.
NeuroImage, 2004

2003
Increased frontocerebellar activation in alcoholics during verbal working memory: an fMRI study.
NeuroImage, 2003

2002
Microstructural but Not Macrostructural Disruption of White Matter in Women with Chronic Alcoholism.
NeuroImage, 2002

2001
Reorganization of Frontal Systems Used by Alcoholics for Spatial Working Memory: An fMRI Study.
NeuroImage, 2001


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