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Found 5 papers, 3 papers with code
Few-shot medical image classification with simple shape and texture text descriptors using vision-language models
Moreover, we assess the ability of VLMs to evaluate shape features in breast mass ultrasound images.
White Matter Hyperintensities Segmentation Using Probabilistic TransUNet
However, there are two common issues in the detection of WMH: high ambiguity and difficulty in detecting small WMH.
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 image segmentation tasks called the Instance-wise and Center-of-Instance (ICI) loss, a loss function that addresses the instance imbalance problem commonly encountered when using pixel-wise loss functions such as the Dice loss.
Hierarchical Vision Transformers for Cardiac Ejection Fraction Estimation
The left ventricular of ejection fraction is one of the most important metric of cardiac function.
An automated pipeline to create an atlas of in situ hybridization gene expression data in the adult marmoset brain
We present the first automated pipeline to create an atlas of in situ hybridization gene expression in the adult marmoset brain in the same stereotaxic space.
