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09/21/2023
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors
Encoder-decoder networks become a popular choice for various medical ima...
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07/06/2023
Topology-Aware Loss for Aorta and Great Vessel Segmentation in Computed Tomography Images
Segmentation networks are not explicitly imposed to learn global invaria...
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01/17/2022
FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images
The Henle's fiber layer (HFL) in the retina carries valuable information...
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08/29/2019
DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images
This paper presents a new deep regression model, which we call DeepDista...
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08/06/2019