Invention Grant
- Patent Title: Machine learning using clinical and simulated data
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Application No.: US16043041Application Date: 2018-07-23
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Publication No.: US11547369B2Publication Date: 2023-01-10
- Inventor: Christopher Villongco
- Applicant: Vektor Medical, Inc.
- Applicant Address: US CA Carlsbad
- Assignee: Vektor Medical, Inc.
- Current Assignee: Vektor Medical, Inc.
- Current Assignee Address: US CA Carlsbad
- Agency: Perkins Coie LLP
- Main IPC: G06T15/00
- IPC: G06T15/00 ; A61B5/00 ; G09B23/30 ; A61B34/10 ; A61B5/02 ; A61B5/318 ; A61B5/319 ; A61B5/339 ; A61B5/341 ; G06V10/00 ; G16H50/50 ; G16H50/20 ; G06N20/00 ; A61B6/03 ; G06N5/04 ; G09B23/28 ; G06K9/62 ; G06N3/08 ; G06T19/20 ; A61B5/107 ; G06T3/40 ; G06T17/20 ; G06F30/20 ; A61B5/316 ; A61B5/349 ; A61B5/364 ; A61B5/25 ; A61B5/361 ; A61B5/363 ; A61B6/00 ; G06N3/04

Abstract:
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.
Public/Granted literature
- US20190333643A1 MACHINE LEARNING USING CLINICAL AND SIMULATED DATA Public/Granted day:2019-10-31
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06T | 一般的图像数据处理或产生 |
G06T15/00 | 3D〔三维〕图像的加工 |