This article presents a novel self-adaptive method to enable obtaining the carotid intima-media through carotid intima/extima segmentation.
Apr 6, 2021 · This article presents a novel self-adaptive method to enable obtaining the carotid intima-media through carotid intima/extima segmentation.
Method : After preprocessing the ultrasound images by homomorphic filtering and median filtering, we propose an improved superpixel generation algorithm that ...
The present study demonstrated the potential of the MultiResUNet-based model for 2D-ultrasound-image automated segmentation for atherosclerosis diagnosis ...
Automatic segmentation for ultrasound image of carotid intimal-media based on improved superpixel generation algorithm and fractal theory · Shuxin Zhuang · Fenlan ...
Method After preprocessing the ultrasound images by homomorphic filtering and median filtering, we propose an improved superpixel generation algorithm that ...
Usually, it is manually measured by the radiologists. This paper proposes a fully automatic segmentation technique based on Machine Learning and Statistical ...
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Mar 3, 2023 · Automatic segmentation for ultrasound image of carotid intimal-media based on improved superpixel generation algorithm and fractal theory.
Sep 24, 2022 · Overall, our data suggest our improved U2-Net model might be used for segmentation of ultrasound median neural images.
Automatic segmentation for ultrasound image of carotid intimal-media based on improved superpixel generation algorithm and fractal theory · Computer Methods ...