An end-to-end framework for intima media measurement and atherosclerotic plaque detection in the carotid artery

Lucas Gago,Maria Del Mar Vila,Maria Grau,Beatriz Remeseiro,Laura Igual

Computer Methods and Programs in Biomedicine（2022）

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摘要

•An end-to-end framework for atherosclerotic plaque detection and CIMT estimation.•An evaluation of the robustness, suitability, and efficiency of the framework.•State-of-the-art results in REGICOR dataset, with over 8000 images.•A comparison with other fully automatic methods for CIMT estimation.

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关键词

Deep learning,Semantic segmentation,CIMT estimation,Atherosclerotic plaque

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