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Here is the list of the most recent (top) projects to past (bottom) work ranging from medical imaging to computer vision.
Click on the title or the images for more details.

Longitudinal Neuroimaging Sample Generation with Sequential Covariates/Conditions

Our Generation
(Top)

Our Generation
(Right hemisphere)

Our Generation
(Front)

AV45
(SUVR)

Real Data
(Top)

Real Data
(Right hemisphere)

Real Data
(Front)

AV45
(SUVR)



Longitudinal Decline in White Matter Connectivity: Associations to pTau and Neurogranin

gloom


Multi-Resolution Analysis of DTI-Derived Brain Connectivity and the Influence of PET-Derived Alzheimer's Disease Pathology in a Preclinical Cohort

gloom

Modeling Uncertainty in Gated Recurrent Units: Sampling-free Approach with Natural Paramters

Ground Truth

Model Prediction
(Mean)

Model Uncertainty
(Variance)


Data-driven Propagation Modeling of PET-derived Alzheimer's Pathology in a Preclinical Cohort

gloom
gloom

Tensorize, Factorize and Regularize: Robust Visual Relationship Learning

gloom
gloom

Online Graph Completion: Multivariate Signal Recovery in Computer Vision

gloom

Adaptive Signal Recovery on Graphs via Harmonic Analysis for Experimental Design in Neuroimaging

gloom


Longitudinal brain connectivity analysis via coupled harmonic bases

gloom


Multi-view statistical analysis of Alzheimer's disease using DTI-derived brain imaging data and CSF measures via Generalized Eigenvalue Problem

gloom gloom gloom


Quadratic integer programming approach for MRF-based labeling problems

gloom gloom
sjh@cs.wisc.edu