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Updated: Jan 17, 2026

Author Spotlight: Advancing Cardiovascular Imaging - Introducing the Spatially Weighted Calcium Score for Early Disease Detection
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Author Spotlight: Advancing Cardiovascular Imaging - Introducing the Spatially Weighted Calcium Score for Early Disease Detection

Published on: September 22, 2023

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揭露隐藏的风险:使用CCTA进行超短期ACS预测的整体驱动的弱监管框架

Zhen Liu1, Bangkang Fu1, Jiahui Mao1

  • 1Medical College, Guizhou University, Guiyang, 550000, Guizhou Province, China; Department of Medical Imaging, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, Guiyang, 550002, Guizhou Province, China.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
|September 18, 2025
PubMed
概括

这项研究介绍了MH-STR,这是一个新的AI框架,用于使用CT扫描预测急性冠状动脉综合征 (ACS) 风险. 它准确地识别了微妙的损伤模式,改善了早期检测和患者的结果.

关键词:
预测急性冠状动脉综合征的预测在CTA成像中使用CTA成像.知识蒸 知识蒸多个尺度的特征融合.多个实例的学习是多个实例的学习.

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