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Updated: Feb 14, 2026

A Magnetic Resonance Imaging-based Computational Protocol for Analysis of Plaque Morphology and Hemodynamics in Patients with Carotid Artery Stenosis
09:36

A Magnetic Resonance Imaging-based Computational Protocol for Analysis of Plaque Morphology and Hemodynamics in Patients with Carotid Artery Stenosis

Published on: August 12, 2025

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对ACS罪祸首斑块的可解释的ML:一个多维CCTA模型突出显示血液动力学增量.

Meijing Wu1, Aoxue Chen1, Yanan Gui1

  • 1Xuzhou Medical University, 209 Tongshan Road, Xuzhou, Jiangsu, China.

The international journal of cardiovascular imaging
|February 13, 2026
PubMed
概括

整合斑块特征和血液动力学的机器学习模型可以预测急性冠状动脉综合征 (ACS) 罪斑块. 综合血液动力学评估显著提高了预测准确性,而不是仅仅是斑块特征.

关键词:
急性冠状动脉综合征是什么冠状动脉计算机断层扫描血管图谱.血液动力学 血液动力学机器学习是机器学习.冠状周周脂肪组织组织.

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