基于神经网络深度学习的全心冠状动脉斑块定量化分析及破裂风险预警模型研究

81871435
2018
H2708.医学图像数据处理、分析与可视化
刘婷
面上项目
副教授
中国医科大学
57万元
冠状动脉CTA;斑块定量化分析;风险预警模型;深度学习
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Dynamic CT Myocardial Perfusion Imaging in Patients without Obstructive Coronary Artery Disease: Quantification of Myocardial Blood Flow according to Varied Heart Rate Increments after Stress 期刊论文 Lihua Yu;Xiaofeng Tao;Xu Dai;Ting Liu;Jiayin Zhang
2 Quantification of plaque characteristics detected by dual source computed tomography angiography to predict myocardial ischemia as assessed by single photon emission computed tomography myocardial perfusion imaging 期刊论文 Liu Ting;Yuan Xue;Wang Congcong;Sun Mingfei;Jin Shiqi;Dai Xu
3 Diagnostic accuracy of cardiac magnetic resonance tissue tracking technology for differentiating between acute and chronic myocardial infarction. 期刊论文 Huo Huaibi;Dai Xu;Li Simiao;Zheng Yue;Zhou Jie;Song Yao;Liu Shuang;Hou Yang;Liu Ting
4 Deep Learning Based Analysis of Breast Cancer Using Advanced Ensemble Classifier and Linear Discriminant Analysis 期刊论文 Zhang Xinfeng;He Dianning;Zheng Yue;Huo Huaibi;Li Simiao;Chai Ruimei;Liu Ting
5 Lesion-Specific Peri-Coronary Fat Attenuation Index Is Associated With Functional Myocardial Ischemia Defined by Abnormal Fractional Flow Reserve. 期刊论文 Shaowei Ma;Xujiao Chen;Yue Ma;Hui Liu;Jiayin Zhang;Lei Xu;Yining Wang;Ting Liu;Kunhua Wang;Jinzhu Yang;Yang Hou
6 Biventricular Myocardial Strain Analysis in Patients with Pulmonary Arterial Hypertension Using Cardiac Magnetic Resonance Tissue-Tracking Technology 期刊论文 Jibin Cao;Simiao Li;Lingling Cui;Kexin Zhu;Huaibi Huo;Ting Liu
7 Prediction of acute coronary syndrome within 3 years using radiomics signature of pericoronary adipose tissue based on coronary computed tomography angiography 期刊论文 Shang Jin;Ma Shaowei;Guo Yan;Yang Linlin;Zhang Qian;Xie Fuchun;Ma Yue;Ma Quanmei;Dang Yuxue;Zhou Ke;Liu Ting;Yang Jinzhu;Hou Yang
8 Age- and gender-related normal references of right ventricular strain values by tissue tracking cardiac magnetic resonance: results from a Chinese population 期刊论文 Liu Ting;Wang Congcong;Li Shu;Zhao Yu;Li Peiling
9 一种冠状动脉易损斑块自动识别系统 专利 刘婷;金士琪;霍怀璧;李思邈
10 Association of Pericoronary Adipose Tissue Quality Determined by Dual-Layer Spectral Detector CT With Severity of Coronary Artery Disease: A Preliminary Study 期刊论文 Dang Yuxue;Chen Xujiao;Ma Shaowei;Ma Yue;Ma Quanmei;Zhou Ke;Liu Ting;Wang Kunhua;Hou Yang
11 Heart failure with preserved ejection fraction in post myocardial infarction patients: a myocardial magnetic resonance (MR) tissue tracking study 期刊论文 Han Li;Yue Zheng;Xin Peng;Hui Liu;Yue Li;Zhaoxin Tian;Yang Hou;Shiqi Jin;Huaibi Huo;Ting Liu
12 Effect of Infarct Location and Size on Left Atrial Function: A Cardiovascular Magnetic Resonance Feature Tracking Study 期刊论文 He Zhang;Zhaoxin Tian;Huaibi Huo;Han Li;Hui Liu;Yang Hou;Xu Dai;Ting Liu;Shiqi Jin
13 Automated plaque and stenosis characterization using attention-based deep learning network on coronary CT angiography images 会议论文 Dianning He;Yi Chen;Ting Liu
14 一种多维度斑块破裂风险预警系统 专利 刘婷;金士琪;霍怀璧;李思邈
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