US Patent Issued to Allstate Insurance on Sept. 1 for "Collision analysis platform using machine learning to reduce generation of false collision outputs" (Illinois Inventors)

ALEXANDRIA, Va., Sept. 1 -- United States Patent no. 12,725,462, issued on Sept. 1, was assigned to Allstate Insurance Co. (Northbrook, Ill.).

"Collision analysis platform using machine learning to reduce generation of false collision outputs" was invented by Venu Madhav Tammali (Chicago), Kyle Patrick Schmitt (Chicago) and Jeremy Deram (Northbrook, Ill.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Aspects of the disclosure relate to computing platforms that utilize machine learning to reduce false positive/negative collision output generation. A computing platform may apply machine learning algorithms on received data to generate a collision output. In response to generating the collision output indicatin...