Area of research
Geometry and Topology · Computer Vision and Pattern Recognition
Research interest
Research interests include Computer science, Artificial intelligence, Disease, Cognitive impairment, Psychology, and Atlas (anatomy).
The xIV-LDDMM toolkit of image-varifold based technologies for mapping 3D images and spatial-omics across scales
Cross-modality mapping using image varifolds to align tissue-scale atlases to molecular-scale measures with application to 2D brain sections
xIV-LDDMM Toolkit: A Suite of Image-Varifold Based Technologies for Representing and Mapping 3D Imaging and Spatial-omics Data Simultaneously Across Scales
A Universal Method for Crossing Molecular and Atlas Modalities using Simplex-Based Image Varifolds and Quadratic Programming
Shapes and Diffeomorphisms
Revisiting the tumorigenesis timeline with a data-driven generative model
Metric registration of curves and surfaces using optimal control
Visual Turing test for computer vision systems
Computational modeling of cardiac hemodynamics: Current status and future outlook
Relationship of medial temporal lobe atrophy, <scp>APOE</scp> genotype, and cognitive reserve in preclinical <scp>A</scp>lzheimer's disease
The diffeomorphometry of regional shape change rates and its relevance to cognitive deterioration in mild cognitive impairment and <scp>A</scp>lzheimer's disease
Shape abnormalities of subcortical and ventricular structures in mild cognitive impairment and Alzheimer's disease: Detecting, quantifying, and predicting