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Updated: Mar 18, 2026

Retrospective Cardiac Gating with A Prototype Small-Animal X-ray Computed Tomograph
05:32

Retrospective Cardiac Gating with A Prototype Small-Animal X-ray Computed Tomograph

Published on: February 21, 2025

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全自动化,深度学习,基于心脏CT的多式联网,用于高风险外科手术患者的心血管风险分层

Juan Lu1,2,3, Gavin Huangfu1,2,4, Abdul Ihdayhid4

  • 1Medical School, The University of Western Australia, Perth, Australia.

European heart journal. Digital health
|March 16, 2026
PubMed
概括

一个新的深度学习系统整合了患者数据和冠状动脉CT血管造影 (CCTA) 图像,可以准确预测主要不良心脏事件 (MACE). 这种自动化的多式联络方法超越了传统的风险评分,改善了非心脏手术中的患者结果.

关键词:
卷积神经网络是一种卷积神经网络.冠状动脉计算机断层扫描血管图谱.深度学习是一种深度学习.多式联运风险评分 多式联运风险评分经营期风险是指经营期风险.

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