James Fishbaugh

Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization

Deep networks are now ubiquitous in large-scale multi-center imaging studies. However, the direct aggregation of images across sites is contraindicated for downstream statistical and deep...

Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography

Optical Coherence Tomography (OCT) is pervasive in both the research and clinical practice of Ophthalmology. However, OCT images are strongly corrupted by noise, limiting their interpretation....

Bayesian covariate selection in mixed-effects models for longitudinal shape analysis

Geodesic regression of image and shape data for improved modeling of 4D trajectories

3D Fourier Domain Adaptation for Improving CBCT Tooth Segmentation Under Scanner Parameter Shift

Acceleration Controlled Diffeomorphisms For Nonparametric Image Regression

4D continuous medial representation by geodesic shape regression

Estimating shape correspondence for populations of objects with complex topology

Subject-specific longitudinal shape analysis by coupling spatiotemporal shape modeling with medial analysis

A framework for longitudinal data analysis via shape regression

Analysis of the kinematic motion of the wrist from 4D magnetic resonance imaging

Model selection for spatiotemporal modeling of early childhood sub-cortical development

Geodesic Image Regression with a Sparse Parameterization of Diffeomorphisms

Geodesic Shape Regression in the Framework of Currents

Hierarchical Geodesic Polynomial Model for Multilevel Analysis of Longitudinal Shape

Data-Driven Rank Aggregation with Application to Grand Challenges

Spatiotemporal Analysis of Structural Changes of the Lamina Cribrosa

SlicerSALT: Shape AnaLysis Toolbox