https://www.selleckchem.com/pr....oducts/ugt8-in-1.htm
Maximum improvements compared to the baseline CNNs are 20.6% in terms of the Dice coefficient and 87.2% in terms of the average Hausdorff distance. Capsule networks are promising candidates when it comes to segmentation of small IVUS image datasets. We therefore assume that this also holds for ultrasound images in general. A reasonable next step would be the investigation of capsule networks for few- or even single-shot learning tasks. Capsule networks are promising candidates when it comes to segmentation of small IVUS image datasets