Brian D. Athey

The paper introduces the Vaccine Ontology (VO), a standardized framework for representing vaccines and related data, enhancing data integration and AI research.

The paper introduces a common data model and databases for integrating heterogeneous biomedical data, enabling cross-domain analysis and revealing sex-specific immune response insights.

This study quantifies 4D nuclear morphology changes in human astrocytes treated with valproic acid, showing significant size and shape differences by day 7.

The paper develops a 3D morphometric analysis pipeline for cell nuclei and nucleoli, achieving high classification accuracy in prostate cancer and fibroblast cells.

The paper compares nuclear structure classification methods using 2D microscopy data from a 3D dataset, evaluating classification algorithms on raw intensity images and binary masks.

The paper introduces a 3D cell nuclear morphology dataset and evaluates classification algorithms using voxel-based morphometric measures.