Team
The clinicians, engineers, and researchers who built, validated, and maintain HUMBLE.
Core team
The people responsible for study design, model development, external validation, and clinical translation.
Collaborators
External advisors and contributors who provided domain expertise, infrastructure support, or additional validation resources.
Institutions & funding
The organizations, committees, and patients who made this work possible.
University of Tennessee Health Science Center
Hamilton Eye Institute ·
Machine Learning & Data Mining Lab ·
High Performance & Scientific Computing Group ·
Center for Cancer Research ·
Computational Sciences Shared Resource
Broward Health North
Department of Ophthalmology
Research to Prevent Blindness · Cancer Research Center
UTHSC IRB Committee
We gratefully acknowledge all patients who contributed data, making this research possible.