Automatic multi-view pose estimation in focused cardiac ultrasound

Focused cardiac ultrasound (FoCUS) is a valuable point-of-care method for evaluating cardiovascular structures and function, but its scope is limited by equipment and operator’s experience, resulting in primarily qualitative 2D exams. This study presents a novel framework to automatically estimate t...

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Bibliographic Details
Published in:Medical image analysis 2024-05, Vol.94, p.103146, Article 103146
Main Authors: Freitas, João, Gomes-Fonseca, João, Tonelli, Ana Claudia, Correia-Pinto, Jorge, Fonseca, Jaime C., Queirós, Sandro
Format: Article
Language:English
Subjects:
Deep learning
Echocardiography
Focused cardiac ultrasound
Heart - diagnostic imaging
Humans
Imaging, Three-Dimensional - methods
Line detection
Neural Networks, Computer
Three-dimensional pose estimation
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