Impact of rigid cardiac motion on the accuracy of electrocardiographic imaging
IntroductionElectrocardiographic Imaging (ECGI) offers a non-invasive approach to reconstruct cardiac electrical activity. However, the inverse problem of ECGI is highly ill-conditioned, making it sensitive to errors. In practice, rigid displacements of the heart during beating introduce geometric e...
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Frontiers Media S.A.
2025-05-01
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| Series: | Frontiers in Physiology |
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| Online Access: | https://www.frontiersin.org/articles/10.3389/fphys.2025.1560527/full |
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| author | Xiafeng Zhang Kaiyu Chen Yucheng Wang Wei Li Tingcun Wei Shaoxi Wang |
| author_facet | Xiafeng Zhang Kaiyu Chen Yucheng Wang Wei Li Tingcun Wei Shaoxi Wang |
| author_sort | Xiafeng Zhang |
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| description | IntroductionElectrocardiographic Imaging (ECGI) offers a non-invasive approach to reconstruct cardiac electrical activity. However, the inverse problem of ECGI is highly ill-conditioned, making it sensitive to errors. In practice, rigid displacements of the heart during beating introduce geometric errors into the ECGI problem. This study aims to investigate the impact of cardiac rigid motion on the accuracy of ECGI.MethodsWe employed the Boundary Element Method (BEM) to solve the forward problem and the Tikhonov method to address the inverse problem. We utilized a dataset from the CRVTI/SCI Institute, which involves Langendorff-perfused dog hearts suspended in a torso-shaped tank. Based on clinical experience, six different types of cardiac movement patterns, including translations and rotations, were designed to assess the impact of various displacements on the accuracy of the ECGI solution.ResultsOur study found that among the translational and rotational movements of the heart, rotational motion should be prioritized for attention, as it caused significantly stronger changes in ECGI correlation coefficient (CC) and relative error (RE) than translational motion. Among the translations along the coordinate axes, movement along the y-axis (anterior-posterior movement within the chest cavity) had the least impact. For rotational movements, rolling had the least impact, yaw had moderate impact, and pitch had the greatest impact.ConclusionThe inverse solution of ECGI demonstrates a certain robustness to changes in heart position, with CC changes of less than 2% for 10 mm displacements and less than 5% for 10° rotations. This suggests that ECGI changes due to cardiac geometric motion can be disregarded within a certain range. |
| format | Article |
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| institution | OA Journals |
| issn | 1664-042X |
| language | English |
| publishDate | 2025-05-01 |
| publisher | Frontiers Media S.A. |
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| series | Frontiers in Physiology |
| spelling | doaj-art-ca937e3f0bc14992867124ebaea1246d2025-08-20T02:31:27ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2025-05-011610.3389/fphys.2025.15605271560527Impact of rigid cardiac motion on the accuracy of electrocardiographic imagingXiafeng ZhangKaiyu ChenYucheng WangWei LiTingcun WeiShaoxi WangIntroductionElectrocardiographic Imaging (ECGI) offers a non-invasive approach to reconstruct cardiac electrical activity. However, the inverse problem of ECGI is highly ill-conditioned, making it sensitive to errors. In practice, rigid displacements of the heart during beating introduce geometric errors into the ECGI problem. This study aims to investigate the impact of cardiac rigid motion on the accuracy of ECGI.MethodsWe employed the Boundary Element Method (BEM) to solve the forward problem and the Tikhonov method to address the inverse problem. We utilized a dataset from the CRVTI/SCI Institute, which involves Langendorff-perfused dog hearts suspended in a torso-shaped tank. Based on clinical experience, six different types of cardiac movement patterns, including translations and rotations, were designed to assess the impact of various displacements on the accuracy of the ECGI solution.ResultsOur study found that among the translational and rotational movements of the heart, rotational motion should be prioritized for attention, as it caused significantly stronger changes in ECGI correlation coefficient (CC) and relative error (RE) than translational motion. Among the translations along the coordinate axes, movement along the y-axis (anterior-posterior movement within the chest cavity) had the least impact. For rotational movements, rolling had the least impact, yaw had moderate impact, and pitch had the greatest impact.ConclusionThe inverse solution of ECGI demonstrates a certain robustness to changes in heart position, with CC changes of less than 2% for 10 mm displacements and less than 5% for 10° rotations. This suggests that ECGI changes due to cardiac geometric motion can be disregarded within a certain range.https://www.frontiersin.org/articles/10.3389/fphys.2025.1560527/fullelectrocardiographic imaging (ECGI)cardiac rigid motiontranslationrotationinverse solution |
| spellingShingle | Xiafeng Zhang Kaiyu Chen Yucheng Wang Wei Li Tingcun Wei Shaoxi Wang Impact of rigid cardiac motion on the accuracy of electrocardiographic imaging Frontiers in Physiology electrocardiographic imaging (ECGI) cardiac rigid motion translation rotation inverse solution |
| title | Impact of rigid cardiac motion on the accuracy of electrocardiographic imaging |
| title_full | Impact of rigid cardiac motion on the accuracy of electrocardiographic imaging |
| title_fullStr | Impact of rigid cardiac motion on the accuracy of electrocardiographic imaging |
| title_full_unstemmed | Impact of rigid cardiac motion on the accuracy of electrocardiographic imaging |
| title_short | Impact of rigid cardiac motion on the accuracy of electrocardiographic imaging |
| title_sort | impact of rigid cardiac motion on the accuracy of electrocardiographic imaging |
| topic | electrocardiographic imaging (ECGI) cardiac rigid motion translation rotation inverse solution |
| url | https://www.frontiersin.org/articles/10.3389/fphys.2025.1560527/full |
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