US Patent Issued to NEC on Nov. 25 for "Superclass-conditional gaussian mixture model for personalized prediction on dialysis events" (New Jersey Inventors)

ALEXANDRIA, Va., Nov. 25 -- United States Patent no. 12,481,881, issued on Nov. 25, was assigned to NEC Corp. (Tokyo).

"Superclass-conditional gaussian mixture model for personalized prediction on dialysis events" was invented by Jingchao Ni (Princeton, N.J.), Wei Cheng (Princeton Junction, N.J.) and Haifeng Chen (West Windsor, N.J.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A computer-implemented method for model building is provided. The method includes receiving a training set of medical records and model hyperparameters. The method further includes initializing an encoder as a Dual-Channel Combiner Network (DCNN) and initialize distribution related parameters. The method also includes performing, by ...