System and method to determine the location of a catheter

Systems, devices, and techniques are disclosed for automatically generating CPM matrices. The 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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Doron, Itai, Cohen, Assaf, Bar-Tal, Meir, Ziv-Ari, Morris
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:Systems, devices, and techniques are disclosed for automatically generating CPM matrices. The 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.