Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceDeep LearningAortic ValveAnimalsSwineImage Processing
Lightweight Deep Learning-Based Aortic Valve Segmentation on RGB Images.
Dominik Fromme, Tim Streckert, Dinithi Warnakulasuriya, Dennis Schuldt, Michael Bogatzki, Francisco Javier Carrero Gomez, Jorg Thiem
Published: 202510.1109/EMBC58623.2025.11253048
Abstract
Accurate segmentation of aortic valve cusps is important for facilitating surgical assessment and computational modeling. This study evaluates the feasibility of MobileNetV3 + DeepLabV3+ for aortic valve segmentation using RGB images and examines the…
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