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08/08/2023
Few-shot medical image classification with simple shape and texture text descriptors using vision-language models
In this work, we investigate the usefulness of vision-language models (V...
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05/06/2023
White Matter Hyperintensities Segmentation Using Probabilistic TransUNet
White Matter Hyperintensities (WMH) are areas of the brain that have hig...
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04/13/2023
Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function
In this paper, we propose a novel two-component loss for biomedical imag...
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03/31/2023
Hierarchical Vision Transformers for Cardiac Ejection Fraction Estimation
The left ventricular of ejection fraction is one of the most important m...
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03/13/2023