HEART MONITORING APPARATUS AND METHOD

Patent №

US 5,749,367

Granted

1998-05-12

Filed 1996

Owner

CARDIONETICS LIMITED

Lab

AI components

4

ml · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08709539

A heart monitoring apparatus and method is disclosed wherein an electrocardiograph signal is obtained from a patient and processed to enhance the salient features and to suppress noise. A plurality n of values representative of the features of the electrocardiograph signal are generated and used in a Kohonen neural network to generate an n dimensional vector. This vector is compared with a stored plurality m of n dimensional reference vectors defining an n dimensional Kohonen feature map to determine the proximity of the vector to the reference vectors. If it is determined by the Kohonen neural network that the vector is within or beyond a threshold range of the reference vectors a signal is output which can be used to initiate an event such as the generation of an alarm or the storage of ECG data.

Machine learningVisionSpeechAI hardwareA61B 5/349A61B 5/0006A61B 5/7264A61B 5/7203A61B 5/7225A61B 5/7257A61B 5/726G16H 50/20

AI classification

Machine learning1.00
AI hardware0.99
Vision0.98
Speech0.62
Knowledge representation0.13
Natural language0.05
Planning0.00
Evolutionary computation0.00

Ownership

CARDIONETICS LIMITED

assignment · 82860601

Assignors

GAMLYN, LEE, O'SULLIVAN, SIOBHAN, NEEDHAM, PHILLIP, HARRIS, TOM

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

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