孙庆华
Associate Professor
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Personal Information
  • E-Mail:
  • Date of Employment:
    2025-02
  • School/Department:
    控制科学与工程学院
  • Education Level:
    With Certificate of Graduation for Doctorate Study
  • Business Address:
    千佛山校区创新大厦B607
  • Gender:
    Male
  • Degree:
    博士
  • Alma Mater:
    华南理工大学
  • Supervisor of Master's Candidates
Discipline:
Biomedical Engineering;
Biography

长期从事动态系统机器学习（确定学习/动态学习）及在重大心血管疾病早期诊断领域的医工交叉研究，主持国家自然科学基金区域创新发展联合基金、国家自然科学基金青年项目、山东省自然科学基金青年项目；在Expert Systems With Applications、IEEE Transactions on Instrumentation and Measurement、Computer Methods and Programs in Biomedicine、Biomedical Signal Processing and Control、自动化学报、中华急诊医学杂志等国内外信息和医学权威杂志上发表一作/通讯论文11篇，其中SCI论文9篇；授权发明专利10项。


研究团队：动态学习与智能医学（团队负责人：王聪教授 国家杰青/万人领军）


团队及负责人简介：http://control.sdu.edu.cn/info/1083/2751.htm



课题组长期招收生物医学工程、控制科学与工程方向硕士、博士研究生


Education
  • 2017-09 — 2021-06
    华南理工大学
    Control Science and Engineering
    Doctoral Degree in Engineering
  • 2014-09 — 2017-04
    华南理工大学
    控制工程
    Master's Degree in Engineering
Publication
Research Direction

1. 基于心电动力学图的肿瘤放化疗心肌损伤早期预警研究

2. 基于动态学习的可解释性临床诊断模型研究

Paper Publications

1. 王聪 , 梁春苗 , 陈玉国 , 孙庆华  and 庞佼佼. Concurrent Analysis of Dynamic and Static Features for Classifying Cardiac Rhythms .《IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT》.2024,73

2. 王聪 , 梁春苗 , 陈玉国 , 孙庆华 , Zhang Fukai , 吴伟明  and 姬冰. An interpretable ensemble trees method with joint analysis of static and dynamic features for myocardial infarction detection .PHYSIOLOGICAL MEASUREMENT.2024,45 (8)

3. 王聪 , 曲皆锐 , 陈玉国 , 孙庆华 , Zhang Fukai  and 吴伟明. An interpretable shapelets-based method for myocardial infarction detection using dynamic learning and deep learning .PHYSIOLOGICAL MEASUREMENT.2024,45 (3)

4. 王聪 , 孙庆华 , 陈玉国 , 庞佼佼  and 刘汝刚. A multi-lead group network for myocardial infarction detection and localization based on clinical knowledge-driven and dynamic-static feature fusion .Expert Systems with Applications.2025,274

5. 王聪 , 孙庆华 , 陈玉国  and 杨建民. Multi-phase ECG dynamic features for detecting myocardial ischemia and identifying its etiology using deterministic learning .Biomedical Signal Processing and Control.2024,88

6. 王聪 , 孙庆华 , 陈玉国 , 刘汝刚 , 姬冰  and 陈填锐. Early detection of myocardial ischemia in 12lead ECG using deterministic learning and ensemble learning .Computer Methods and Programs in Biomedicine.2022,226

7. 孙庆华 , 王聪 , 陈玉国 , 庞佼佼  and 刘汝刚. Multiscale Joint Recurrence Quantification Analysis Integrating ECG Spatiotemporal and Dynamic Information for Cardiopathy Detection .《IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT》.2024,73 :1-13

8. 孙庆华 , 刘汝刚 ,  , 王聪 , 陈玉国 , 庞佼佼  and 徐峰. Study on dynamic learning-enabled electrocardiogram for evaluating the efficacy of percutaneous coronary intervention in patients with acute coronary syndrome 动态学习赋能心电图评估急性冠脉综合征患者经皮冠脉介入术疗效的研究 .《中华急诊医学杂志》.2022,31 (7):922-929

Patents

1. 一种基于确定学习的可视化步态识别方法及系统

2. 基于动态学习和多尺度分析的心电信号检测方法及系统

3. 一种基于动态学习的心电图分类方法及系统

4. 基于心电导联规则和残差神经网络的心电识别系统及方法

5. 一种基于确定学习和心电图的心肌缺血检测方法及系统

6. 基于心电融合的心血管疾病识别系统、设备及介质

7. 基于心电动态演化特征的白血病患儿心脏毒性预测系统

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