SYSTEM AND METHOD TO DETERMINE LOCATION OF CATHETER

To provide systems, devices and techniques for automatically generating CPM matrices.SOLUTION: A system includes a plurality of body surface electrodes configured to sense electric signals, and a processor comprising a neural network. The processor is configured to receive a plurality of historical...

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Bibliographic Details
Main Authors BAR-TAL MEIR, ASSAF COHEN, ITAI DORON, ZIV-ARI MORRIS
Format Patent
LanguageEnglish
Japanese
Published 21.01.2022
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
DIAGNOSIS
HUMAN NECESSITIES
HYGIENE
IDENTIFICATION
MEDICAL OR VETERINARY SCIENCE
PHYSICS
SURGERY
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Summary:To provide systems, devices and techniques for automatically generating CPM matrices.SOLUTION: A system includes a plurality of body surface electrodes configured to sense electric signals, and a processor comprising a neural network. The processor is configured to receive a plurality of historical CPM matrices, patient properties, and corresponding catheter locations, train a learning system based on the plurality of CPM matrices, patient properties, and corresponding catheter locations, generate a model based on the learning system, receive new patient properties at least in part from the plurality of body surface electrodes, and generate new CPM matrices based on new patient properties at least in part from the plurality of body surface electrodes.SELECTED DRAWING: Figure 1 【課題】ＣＰＭ行列を自動的に生成するためのシステム、装置、及び技術を提供すること。【解決手段】システムは、電気信号を感知するように構成された複数の身体表面電極と、ニューラルネットワークを含むプロセッサと、を含む。プロセッサは、複数の履歴ＣＰＭ行列、患者特性、及び対応するカテーテル位置を受信し、複数のＣＰＭ行列、患者特性、及び対応するカテーテル位置に基づいて学習システムを訓練し、学習システムに基づいてモデルを生成し、複数の身体表面電極から少なくとも部分的に新しい患者特性を受信し、少なくとも部分的に複数の身体表面電極から新しい患者特性に基づいて新しいＣＰＭ行列を生成するように構成されている。【選択図】図１
Bibliography:Application Number: JP20210112627