CROSS-VARIANT POLYGENIC PREDICTIVE DATA ANALYSIS

Patent №

US 11,610,645

Granted

2023-03-21

Filed 2020

Owner

OPTUM SERVICES (IRELAND) LIMITED

Lab

AI components

6

ml · nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16863283

There is a need for more effective and efficient predictive data analysis solutions for processing genetic sequencing data. This need can be addressed by, for example, techniques for performing predictive data analysis based on genetic sequences that utilize at least one of cross-variant polygenic risk modeling using genetic risk profiles, cross-variant polygenic risk modeling using functional genetic risk profiles, per-condition polygenic clustering operations, cross-condition polygenic predictive inferences, and cross-condition polygenic diagnoses.

Machine learningNatural languageKnowledge representationPlanningEvolutionary computationAI hardwareG16B 20/00G06N 3/045G06N 3/0464G06N 3/08G06N 3/09G06N 20/00G16B 20/20G16B 20/40+6 more

AI classification

Machine learning1.00
Knowledge representation1.00
Natural language1.00
AI hardware1.00
Planning0.95
Evolutionary computation0.68
Vision0.04
Speech0.00

Ownership

OPTUM SERVICES (IRELAND) LIMITED

assignment · 525400116

Assignors

BRYAN, KENNETH, O'BRIEN, MEGAN, MONAGHAN, DAVID S., CHADHA, CHIRAG

On an employer assignment, the assignors are typically the inventors.

From the same owner

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