Deep Learning for ECG Synthesis

Deep Learning for ECG Synthesis

Paperback (04 Dec 2023)

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Publisher's Synopsis

One of the major causes of death is cardiovascular diseases. In 2019, it reached 32% of all deaths worldwide. ECG is widely used in the diagnosis of cardiovascular diseases mostly since it is non-invasive and painless. Diagnosis is usually performed by human specialists which is timeconsuming

and prone to human error, in case of availability. However, automatic ECG diagnosis is becoming increasingly more acceptable since not only it eliminates randomized human errors, butalso it can be available as a bedside testing any time and anywhere using common and affordable

wearable heart monitoring devices. Automatic ECG diagnosis algorithms are usually deep neural network classifier models which classify the ECG beats depending on the general pattern of the ECG heartbeat

Book information

ISBN: 9783623533476
Publisher: Khan Publishers
Imprint: Khan Publishers
Pub date:
Language: English
Number of pages: 152
Weight: 213g
Height: 229mm
Width: 152mm
Spine width: 8mm