PREDICTIVE ASSIGNMENTS THAT RELATE TO GENETIC INFORMATION AND LEVERAGE MACHINE LEARNING MODELS

Patent №

US 11,699,069

Granted

2023-07-11

Filed 2017

Owner

HUMANCODE, INC.

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15649518

Systems and methods are provided for performing predictive assignments pertaining to genetic information. One embodiment is a system that includes a genetic prediction server. The genetic prediction server includes an interface that acquires records that each indicate one or more genetic variants determined to exist within an individual, and a controller. The controller selects one or more machine learning models that utilize the genetic variants as input, and loads the machine learning models. For each individual in the records: the controller predictively assigns at least one characteristic to that individual by operating the machine learning models based on at least one genetic variant indicated in the records for that individual. The controller also generates a report indicating at least one predictively assigned characteristic for at least one individual, and transmits a command via the interface for presenting the report at a display.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG16B 40/00G06N 3/04G06N 3/044G06N 3/045G06N 3/0464G06N 3/09G06N 5/04G16B 20/20

AI classification

Machine learning1.00
Planning1.00
Knowledge representation1.00
AI hardware1.00
Evolutionary computation0.87
Natural language0.44
Vision0.41
Speech0.00

Ownership

HUMANCODE, INC.

assignment · 430440163

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