Patents

The Board of Regents of the University of Texas System, Stanford University, and the U.S. Department of Veterans Affairs have received a newly granted patent for a method that uses machine learning to help identify which people with depression are likely to respond to antidepressant treatment. The patent lists Dallas-based Madhukar Trivedi among its inventors and is assigned to the three institutions. [Composite illustration: Sources, USPTO Patent #12490933; DI Studio]

[Image: S-S-S/istockphoto]

Monolithic 3D Inc. in Allen, has received a newly granted for a method of producing multilayer 3D semiconductor devices. The technology details a process for stacking multiple layers of single-crystal silicon with precise bonding and epitaxial growth techniques to create high-performance, space-efficient chips. The patent was invented by Jin-Woo Han of San Jose and Zvi Or-Bach of Haifa. [Composite illustration: Sources, USPTO Patent #12432926; DI Studio]

Dallas-based Worlds' technology can continuously process massive amounts of video data across different environments, creating an “index of everything” for organizations in real time. The physical AI startup has received a newly granted patent (USPTO #12400442) for a system that automatically identifies and labels objects in video by building a searchable index. The technology—invented by Worlds CTO and co-founder Ross Bates and Sr. Director of Machine Learning Paul Aarseth—can analyze footage from different locations, compare what it sees, and match similar items to streamline monitoring and data labeling. [Image: Worlds video screenshot]