Segmentation of Left Ventricle in 2D Echocardiography Using Deep Learning

Neda Azarmehr; Xujiong Ye; Stefania Sacchi; James P. Howard; Dárrel P. Francis; Massoud Zolgharni

doi:10.1007/978-3-030-39343-4_43

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Segmentation of Left Ventricle in 2D Echocardiography Using Deep Learning

Neda Azarmehr Xujiong Ye Stefania Sacchi James P. Howard Dárrel P. Francis Massoud Zolgharni

Year: 2020 Communications in computer and information science Pages: 497-504 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-030-39343-4_43

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Keywords:

Segmentation Convolutional neural network Artificial intelligence Computer science Sørensen–Dice coefficient Hausdorff distance Pattern recognition (psychology) Speckle noise Deep learning Automation Ventricle Speckle pattern Image segmentation Medicine Cardiology

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Cardiac Valve Diseases and Treatments

Health Sciences → Medicine → Cardiology and Cardiovascular Medicine

Cardiovascular Function and Risk Factors

Health Sciences → Medicine → Cardiology and Cardiovascular Medicine

Cardiac Imaging and Diagnostics

Health Sciences → Medicine → Radiology, Nuclear Medicine and Imaging

Segmentation of Left Ventricle in 2D Echocardiography Using Deep Learning

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