Assessing heart parameters using neural networks

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United States of America

PATENT NO 12207968
APP PUB NO 20230104425A1
SERIAL NO

17905688

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Abstract

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An embodiment of the invention provides a system for automatically deriving a parameter of a human heart from ultrasound results. A first neural network is arranged to receive a plurality of echocardiographic images and to classify the images into one of at least a two-chamber view and a four-chamber view. A second neural network is arranged to receive echocardiographic images comprising a two- or four-chamber view and to identify the endocardial border of the left ventricle (LV) for each view. End-systole and end-diastole images are then identified and a parameter such as LV volume, ejection fraction, global longitudinal strain and regional longitudinal strain is calculated.

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Patent Owner(s)

Patent OwnerAddress
ULTROMICS LIMITED4630 KINGSGATE CASCADE WAY OXFORD BUSINESS PARK SOUTH OXFORD 0X4 2SU

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Beqiri, Arian Oxfordshire, GB 1 0
Markham, Deborah Oxfordshire, GB 3 2
Mumith, Jurriath Azmathi Oxfordshire, GB 1 0
Parker, Andrew Oxfordshire, GB 38 1248
Upton, Ross Oxfordshire, GB 7 9
Woodward, Gary Oxfordshire, GB 46 411

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