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Updated: May 12, 2026

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图像检测主动脉剖析并发症基于多级特征融合的图像检测

Yun Tan1, Zhenxu Wang1, Ling Tan2

  • 1Central South University of Forestry and Technology, Hunan, China.

Heliyon
|March 27, 2024
PubMed
概括

一种新的深度学习模型,MFF-FPN,显著改善了对大动脉剖析并发症的检测,包括小病变. 这种人工智能方法提高了复杂病例的诊断准确度,有助于临床决策.

关键词:
卷积神经网络是一个卷积神经网络.多尺度特征 - 多尺度特征小小的目标小小的目标目标检测 目标检测

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Aortic valve regurgitation (AR) occurs when the aortic valve fails to close properly, allowing blood to flow backward from the aorta into the left ventricle. This backflow can result in two distinct clinical presentations: acute and chronic AR, each characterized by its own set of symptoms and physical findings.Acute Aortic RegurgitationAcute AR presents with a sudden onset of severe symptoms. Patients typically experience profound dyspnea (shortness of breath), chest pain, and signs of left...