The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 06, 2024
Filed:
Sep. 29, 2020
Cerner Innovation, Inc., Kansas City, KS (US);
Darshan Matada Shashidhara, Bangalore, IN;
Amarrtya Jana, Kolkata, IN;
Aiswarya Ramachandran, Bangalore, IN;
Girish Sharavana, Bangalore, IN;
Winston Rohan DSouza, Bengaluru, IN;
Pratyush Kumar, Bangalore, IN;
Cerner Innovation, Inc., Kansas City, MO (US);
Abstract
Methods, systems, and computer-readable media are disclosed herein for improved state identification and prediction in computerized queries. In an aspects, a neural network model is trained via word embedding, using a plurality of workflows having a plurality of steps as input training data. The model may be searched using a string to locate and identify semantic matches as potential results, where the potential results correspond to a specific step and/or a particular workflow. Markov chaining may also be performed, using the potential results, in order to predict one or more additional results, where the additional results correspond to a specific succeeding step within a particular workflow, in some aspects. The results and predicted steps may be displayed.