MACHINE LEARNING FOR AUTOMATICALLY PROVIDING NOTIFICATIONS AND PROVIDING CONTENT DYNAMICALLY
Patent №
US 11,410,778
Granted
2022-08-09
Filed 2019
Owner
OPTUM, INC.
Lab
—
AI components
4
ml · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16274763
Methods, apparatus, systems, computing devices, computing entities, and/or the like for using machine learning to predict micropopulation risk scores and use the micropopulation risk scores to predict a composite risk score. The composite risk score and it associated attributes can be used to provide notifications/messages and provide dynamic content to a mobile app.
Machine learningKnowledge representationPlanningAI hardwareG16H 50/30G06F 18/2148G06N 20/20G16H 50/70
AI classification
Machine learning1.00
AI hardware1.00
Planning0.98
Knowledge representation0.55
Natural language0.05
Evolutionary computation0.03
Speech0.00
Vision0.00
Ownership
OPTUM, INC.
assignment · 483200670
Assignors
RAVINDRANATHAN, RAMA S., SHANBHAG, RAVI M., BONETTI, GUERINO
On an employer assignment, the assignors are typically the inventors.
From the same owner
ADAPTIVE LEARNING NETWORK SYSTEM USING LOCALIZED LEARNING TO MINIMIZE PREDICTION ERRORUS 12,694,334 · 2026SYSTEMS AND METHODS FOR GENERATING PERSONALIZED CARE PATHS FOR PATIENTSUS 12,683,000 · 2026METHODS, SYSTEMS, AND COMPUTER PROGRAM PRODUCTS FOR SELECTING CRITERIA SUBSETS FOR PERFORMING A MEDICAL NECESSITY REVIEW WITH AUTOMATIC EVIDENCE HIGHLIGHTINGUS 12,683,026 · 2026MACHINE LEARNING TECHNIQUES FOR GENERATING HYBRID RISK SCORESUS 12,670,994 · 2026PREDICTIVE DATA ANALYSIS IN CONCEPTUALLY HIERARCHICAL DOMAINSUS 12,664,445 · 2026Method For Extracting Problem List Section From Unstructured Data In Medical Record Document, And Outputting Portion Of Problem List Section By ProcessorsUS 12,651,475 · 2026MACHINE LEARNING TECHNIQUES FOR GENERATING DOMAIN-AWARE QUERY EXPANSIONSUS 12,645,670 · 2026MANAGEMENT SYSTEM FOR SOFTWARE INCIDENTSUS 12,645,880 · 2026