Transmission line model as a digital twin for abdominal aortic aneurysm patients

We investigated the potential of the transmission line model as a digital twin of aneurysmal aorta by comparatively analyzing how a uniform lossless tube-load model were fitted to the carotid and femoral artery tonometry waveforms pertaining to (i) 79 abdominal aortic aneurysm (AAA) patients vs their matched controls (CON) and (ii) 35 AAA patients before vs after endovascular aneurysm repair (EVAR). The uniform lossless tube-load model fitted the tonometry waveforms pertaining to AAA as well as CON and EVAR. In addition, the parameters in the tube-load model exhibited physiologically explainable changes: when normalized, both pulse transit time and reflection coefficient increased with AAA and decreased after EVAR, which can be explained by the increase in arterial compliance and the decrease in arterial inertance due to the aortic expansion associated with AAA. In sum, the tube-load model may have the potential as a digital twin to enable personalized AAA monitoring.

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Publication Details

Journal
npj Digital Medicine
Published
2024-10-25
DOI
https://doi.org/10.1038/s41746-024-01303-5
Citations
6
Primary Topic
Hemodynamic Monitoring and Therapy
Type
article
Field-Weighted Citation Impact
3.44

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article

Transmission line model as a digital twin for abdominal aortic aneurysm patients

Hao‐Min Cheng, Deepa Narayanan, Jin‐Oh Hahn, Ramakrishna Mukkamala et al.
6 citations
npj Digital Medicine
Hemodynamic Monitoring and Therapy
3.44
article

Transmission line model as a digital twin for abdominal aortic aneurysm patients

Hao‐Min Cheng, Deepa Narayanan, Jin‐Oh Hahn, Ramakrishna Mukkamala, Chang‐Sei Kim, Shih‐Hsien Sung, DAE‐KYEONG KIM, Chen-Huan Chen
article en
6 citations

Abstract

We investigated the potential of the transmission line model as a digital twin of aneurysmal aorta by comparatively analyzing how a uniform lossless tube-load model were fitted to the carotid and femoral artery tonometry waveforms pertaining to (i) 79 abdominal aortic aneurysm (AAA) patients vs their matched controls (CON) and (ii) 35 AAA patients before vs after endovascular aneurysm repair (EVAR). The uniform lossless tube-load model fitted the tonometry waveforms pertaining to AAA as well as CON and EVAR. In addition, the parameters in the tube-load model exhibited physiologically explainable changes: when normalized, both pulse transit time and reflection coefficient increased with AAA and decreased after EVAR, which can be explained by the increase in arterial compliance and the decrease in arterial inertance due to the aortic expansion associated with AAA. In sum, the tube-load model may have the potential as a digital twin to enable personalized AAA monitoring.

npj Digital MedicineVol. 7(1)
Chonnam National University (KR), National Yang Ming Chiao Tung University (TW), University of Pittsburgh (US), National Yang Ming University Hospital (TW), University of Maryland, College Park (US)
National Institutes of Health
Good health and well-being
Openalex Percentile: Top 7%
Hemodynamic Monitoring and Therapy
3.44
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Transmission line model as a digital twin for abdominal aortic aneurysm patients — Hao‐Min Cheng, Deepa Narayanan, et al. · npj Digital Medicine (2024) | TGRS Research Map | TGRS