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09/09/2023
Towards Real-time Training of Physics-informed Neural Networks: Applications in Ultrafast Ultrasound Blood Flow Imaging
Physics-informed Neural Network (PINN) is one of the most preeminent sol...
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09/02/2023
Constrained CycleGAN for Effective Generation of Ultrasound Sector Images of Improved Spatial Resolution
Objective. A phased or a curvilinear array produces ultrasound (US) imag...
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05/21/2022
Exploring Concept Contribution Spatially: Hidden Layer Interpretation with Spatial Activation Concept Vector
To interpret deep learning models, one mainstream is to explore the lear...
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03/27/2022
HINT: Hierarchical Neuron Concept Explainer
To interpret deep networks, one main approach is to associate neurons wi...
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03/08/2022