SYSTEM AND METHOD FOR CLASSIFYING A HEART SOUND

Patent №

US 8,992,435

Granted

2015-03-31

Filed 2013

Owner

DIACOUSTIC MEDICAL DEVICES (PTY) LTD

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13821121

A method and system for electronically classifying a pre-processed heart sound signal of a patient as functional (normal) or pathological is provided. The pre-processed patient heart sound signal is segmentised and features are extracted therefrom (104) to build up a feature vector which is representative of the heart sound signal. The feature vector is then fed to a diagnostic decision support network (105) comprising a plurality of artificial neural networks, each relating to a known heart pathology, which is in turn used to conduct the classification.

Machine learningNatural languageVisionKnowledge representationAI hardwareA61B 7/04A61B 5/02A61B 5/349A61B 5/352A61B 5/7264A61B 5/7267

AI classification

Machine learning1.00
AI hardware0.99
Natural language0.96
Vision0.96
Knowledge representation0.93
Planning0.24
Speech0.00
Evolutionary computation0.00

Ownership

DIACOUSTIC MEDICAL DEVICES (PTY) LTD

assignment · 299330698

Assignors

PRETORIUS, EUGENE, STRYDOM, OTTO MARSEL, CRONJE, MATTHYS LOUWRENS

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

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