GENERATING SIMULATED ANATOMIES OF AN ELECTROMAGNETIC SOURCE

Patent №

US 11,564,641

Granted

2023-01-31

Filed 2018

Owner

VEKTOR MEDICAL, INC.

Lab

AI components

5

ml · vision · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16042984

Systems are provided for generating data representing electromagnetic states of a heart for medical, scientific, research, and/or engineering purposes. The systems generate the data based on source configurations such as dimensions of, and scar or fibrosis or pro-arrhythmic substrate location within, a heart and a computational model of the electromagnetic output of the heart. The systems may dynamically generate the source configurations to provide representative source configurations that may be found in a population. For each source configuration of the electromagnetic source, the systems run a simulation of the functioning of the heart to generate modeled electromagnetic output (e.g., an electromagnetic mesh for each simulation step with a voltage at each point of the electromagnetic mesh) for that source configuration. The systems may generate a cardiogram for each source configuration from the modeled electromagnetic output of that source configuration for use in predicting the source location of an arrhythmia.

Machine learningVisionKnowledge representationEvolutionary computationAI hardwareA61B 5/02028A61B 5/318A61B 5/319A61B 5/339A61B 5/341A61B 5/7264A61B 5/7275A61B 5/743+48 more

AI classification

Evolutionary computation1.00
Machine learning0.91
Knowledge representation0.91
AI hardware0.83
Vision0.75
Planning0.30
Natural language0.02
Speech0.00

Ownership

VEKTOR MEDICAL, INC.

assignment · 489510719

Assignors

VILLONGCO, CHRISTOPHER

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

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