Dallas-Fort Worth ranked No. 139 for patents out of 250 metros. Patents granted include: Baylor Research Institute's vaccines against HPV- and HPV-related diseases, Better Vision Solutions' disinfecting contact lenses with a manganese-coated disc, FOI Group's automatic rotating agricultural system to irrigate, plant, gather forage, and/or harvest field and method for operating the system, Google's identifying a set of characters in a media file, Jpmorgan Chase Bank's system for integrating voice biometrics, Kyndryl's charging regulation model for electric vehicles on the road, Merative's determining drug effectiveness ranking for a patient using machine learning, Samsung's multi-sensor, multi-view, multi-frame, multi-task synthetic image fusion engine for mobile imaging system, State Farm's autonomous vehicle insurance based upon usage, Swiss-American CDMO's antimicrobial compositions that are non-toxic to mammals and plants, Thor Tech's mobile device tools for smart vehicle features operation and automatic wireless routing selection and methods of useAA's autonomous vehicle barricade, and Walmart Apollo's automatically annotating images.