MORE►
UT Arlington research
Behnaz Balmaki, assistant professor of research in biology at the University of Texas at Arlington, says pollen is a powerful indicator of ecosystem health and a key to tracking how plant communities respond to environmental change. [Photo: UTA]
UTA and Partners Use AI to ID Allergy-Causing Pollen for Smarter Health and Planning Decisions
by Lance Murray | Jul 7, 2025
A new deep-learning system accurately distinguishes between nearly identical pollen grains from fir, spruce, and pine trees. The goal is to develop a comprehensive pollen identification system that can be applied across regions in the United States.
![Erica Kosemund, Chief Brand Officer, Choctaw Nation of Oklahoma; Gillian Breidenbach, Chief Partnership Officer, North Texas FWC Organizing Committee; Chief Gary Batton, Chief of Choctaw Nation of Oklahoma; Monica Paul, Executive Director of Dallas Sports Commission and President of North Texas FWC Organizing Committee; John Hobbs, Senior Executive Officer of Communications, Choctaw Nation of Oklahoma; and Heidi Grant, Senior Executive Officer of Commerce Administration, Choctaw Nation of Oklahoma, celebrate Choctaw Casinos & Resorts becoming an Official Dallas World Cup 2026 Host City Supporter. [Photo: North Texas FWC Organizing Committee/Choctaw Casinos & Resorts]](https://s24806.pcdn.co/wp-content/uploads/2025/12/FIFA-Choctaw-dec-2025.jpg)
