基于电阻抗通气成像的慢性阻塞性肺疾病诊断方法研究
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1)南京航空航天大学机电学院,南京 210016;2)三江学院机械与电气工程学院,南京 210012;3)南京林业大学机械电子工程学院,南京 210037;4)苏州大学附属第二医院呼吸与危重症医学科,苏州 215004;5)暨南大学物理与光电工程学院,广州 510632

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国家自然科学基金(62271251,62471225)资助项目。


Research on a COPD Diagnosis Method Based on Electrical Impedance Tomography Ventilation Imaging
Author:
Affiliation:

1)College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China;2)College of Mechanical and Electrical Engineering, Sanjiang University, Nanjing 210012, China;3)College of Mechanical and Electrical Engineering, Nanjing Forestry University, Nanjing 210037, China;4)Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China;5)College of Physics and Optoelectronic Engineering, Jinan University, Guangzhou 510632, China

Fund Project:

This work was supported by grants from The National Natural Science Foundation of China (62271251, 62471225).

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    摘要:

    目的 本文基于电阻抗断层成像(EIT)技术提出了一种新型床旁肺通气实时监测方法应用于慢性阻塞性肺疾病(COPD)诊断。计算通气中心(CoV)、整体不均匀性(GI)、区域通气延迟不均匀性(RVDI)和一秒率(FEV1/FVC)四个指标,来实现COPD时空诊断。方法 本文首先对COPD患者呼吸周期进行仿真,确认患者与正常人在某些指标存在明显差异后,再通过实验验证上述指标的差异性;实验共纳入93名受试者,对其进行了多次肺功能检查(PFT)和EIT同步测量,并比较了不同呼吸模式(包括用力呼气、用力吸气和平静潮气呼吸)下的通气异质性,通过分析EIT图像与指标,以区分不同年龄段健康人和COPD患者。结果 仿真结果表明:COPD患者与正常人在CoV、GI、FEV1/FVC和RVDI四个指标上存在明显差异。实验结果表明:在空间异质性方面,COPD患者的GI值显著高于其它他两组,但健康人群之间无明显差异。在时间异质性方面,无论是平静吸气还是用力吸气,COPD患者的RVDI值均显著高于其他组别。此外,在强制呼气过程中,FEV1/FVC的频率分布进一步揭示了COPD患者区域肺功能的时间延迟异质性,区别于不同年龄段健康人。结论 EIT技术揭示了区域肺功能的时空通气异质性,对于COPD患者的诊断和治疗具有重要意义。

    Abstract:

    Objective This paper proposes a novel real-time bedside pulmonary ventilation monitoring method for the diagnosis of chronic obstructive pulmonary disease (COPD), based on electrical impedance tomography (EIT). Four indicators—Center of Ventilation (CoV), Global Inhomogeneity Index (GI), Regional Ventilation Delay Inhomogeneity (RVDI), and the ratio of forced expiratory volume in one second to forced vital capacity (FEV1/FVC)—are calculated to enable the spatiotemporal assessment of COPD.Methods A simulation of the respiratory cycles of COPD patients was first conducted, revealing significant differences in certain indicators compared to healthy individuals. The effectiveness of these indicators was then validated through experiments. A total of 93 subjects underwent multiple pulmonary function tests (PFTs) alongside simultaneous EIT measurements. Ventilation heterogeneity under different breathing patterns—including forced exhalation, forced inhalation, and quiet tidal breathing—was compared. EIT images and related indicators were analyzed to distinguish healthy individuals across different age groups from COPD patients.Results Simulation results demonstrated significant differences in CoV, GI, FEV1/FVC, and RVDI between COPD patients and healthy individuals. Experimental findings indicated that, in terms of spatial heterogeneity, the GI values of COPD patients were significantly higher than those of the other two groups, while no significant differences were observed among healthy individuals. Regarding temporal heterogeneity, COPD patients exhibited significantly higher RVDI values than the other groups during both quiet breathing and forced inhalation. Moreover, during forced exhalation, the distribution of FEV1/FVC values further highlighted the temporal delay heterogeneity of regional lung function in COPD patients, distinguishing them from healthy individuals of various ages.Conclusion EIT technology effectively reveals the spatiotemporal heterogeneity of regional lung function, which holds great promise for the diagnosis and management of COPD.

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李芳,陈柏,吴阳,刘凯,周童,姚佳烽.基于电阻抗通气成像的慢性阻塞性肺疾病诊断方法研究[J].生物化学与生物物理进展,,():

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  • 收稿日期:2024-10-31
  • 最后修改日期:2025-04-14
  • 接受日期:2025-04-14
  • 在线发布日期: 2025-04-15
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