EchoPhaseFormer: A Transformer Based Echo Phase Detection and Analysis in 2D Echocardiography

The accurate cardiac function analysis (i.e., ventricle/stroke volume and ejection fraction measurement) in 2D echocardiography is challenging because of the low-resolution nature of echo sequence and motion in cardiac structure. In an echo sequence, the cardiac function analysis is a sequential pro...

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Veröffentlicht in:	SN computer science 2024-09, Vol.5 (7), p.878, Article 878
Hauptverfasser:	Singh, Gajraj, Darji, Anand D., Sarvaiya, Jignesh N., Patnaik, Suprva
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Automation Cardiac function Computer Imaging Computer Science Computer Systems Organization and Communication Networks Computer vision Convolution Data Structures and Information Theory Diastole Echocardiography Ejection fraction Emerging Applications of Cyber-Physical System Frames Function analysis Information retrieval Information Systems and Communication Service Magnetic resonance imaging Neural networks Original Research Pattern Recognition and Graphics Recurrent neural networks Software Engineering/Programming and Operating Systems Spatiotemporal data Stroke volume Systole Two dimensional analysis Ultrasonic imaging Vision Vision systems
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