| Optimization of 4D flow MRI velocity field in the aorta with divergence-free smoothing | |
Gao, Qi; Liu, Xingli1; Wang, Hongping2; Wu, Peng3; Jin, Mansu1; Wei, RunJie1; Wang, Wei4,5,6; Niu, Zhaozhuo7; Zhao, Shihua6,8,9; Li F(李飞)
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| Source Publication | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
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| 2021-11 | |
| Volume | 59Issue:11-12Pages:2237-2252 |
| ISSN | 0140-0118 |
| Abstract | Divergence-free smoothing with wall treatment (DFSwt) method is proposed for processing with four-dimensional (4D) flow magnetic resonance imaging (MRI) data of blood flows to enhance the quality of flow field with physical constraints. The new method satisfies the no-slip wall boundary condition and applies wall function of velocity profile for better estimating the velocity gradient in the near-wall region, and consequently improved wall shear stress (WSS) calculation against the issue of coarse resolution of 4D flow MRI. In the first testing case, blood flow field obtained from 4D flow MRI is well smoothed by DFSwt method. A great consistency is observed between the post-processed 4D flow MRI data and the computational fluid dynamics (CFD) data in the interested velocity field. WSS has an apparent improvement due to the proposed near-wall treatment with special wall function comparing to the result from original 4D flow MRI data or the DFS-processed data with no wall function. The other five cases also show the same performance that smoothed velocity field and improved WSS estimation are achieved on 4D flow MRI data optimized by DFSwt. The improvements will benefit the study of hemodynamics regarding the determination of location or the potential possibility of lesions. |
| Keyword | 4D flow MRI Computational fluid dynamics Wall shear stress Divergence-free smoothing |
| Subject Area | Computer Science, Interdisciplinary Applications ; Engineering, Biomedical ; Mathematical & Computational Biology ; Medical Informatics |
| DOI | 10.1007/s11517-021-02417-8 |
| Indexed By | SCI ; EI |
| Language | 英语 |
| WOS ID | WOS:000696131800001 |
| Funding Organization | National Natural Science Foundation of China [12072320] |
| Classification | 二类 |
| Ranking | 3+ |
| Contributor | Gao, Q (corresponding author), Zhejiang Univ, Sch Aeronaut & Astronaut, Yuquan Campus,38 Zheda Rd, Hangzhou 310027, Peoples R China. ; Li, F (corresponding author), Chinese Acad Med Sci, Dept Struct Heart Dis, 167 Beilishi Rd, Beijing 100037, Peoples R China. ; Li, F (corresponding author), Fuwai Hosp, 167 Beilishi Rd, Beijing 100037, Peoples R China. ; Li, F (corresponding author), Peking Union Med Coll, State Key Lab Cardiovasc Dis, 167 Beilishi Rd, Beijing 100037, Peoples R China. ; Zhao, SH (corresponding author), Chinese Acad Med Sci, Dept Magnet Resonance Imaging, 167 Beilishi Rd, Beijing 100037, Peoples R China. ; Zhao, SH (corresponding author), Fuwai Hosp, 167 Beilishi Rd, Beijing 100037, Peoples R China. ; Zhao, SH (corresponding author), Peking Union Med Coll, 167 Beilishi Rd, Beijing 100037, Peoples R China. ; Li, F (corresponding author), Peking Univ First Hosp, Dept Cardiac Surg, Beijing, Peoples R China. |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://dspace.imech.ac.cn/handle/311007/90228 |
| Collection | 高温气体动力学国家重点实验室 |
| Affiliation | 1.Zhejiang Univ, Sch Aeronaut & Astronaut, Yuquan Campus,38 Zheda Rd, Hangzhou 310027, Peoples R China 2.Hangzhou Shengshi Technol Co Ltd, Hangzhou, Peoples R China 3.Chinese Acad Sci, Inst Mech, State Key Lab Nonlinear Mech, Beijing, Peoples R China 4.Soochow Univ, Sch Mech & Elect Engn, Biomfg Res Ctr, Artificial Organ Technol Lab, Suzhou, Peoples R China 5.Chinese Acad Med Sci, Dept Struct Heart Dis, 167 Beilishi Rd, Beijing 100037, Peoples R China 6.Fuwai Hosp, 167 Beilishi Rd, Beijing 100037, Peoples R China 7.Peking Union Med Coll, State Key Lab Cardiovasc Dis, 167 Beilishi Rd, Beijing 100037, Peoples R China 8.Qingdao Municipal Hosp, Cardiac Surg, Qingdao, Peoples R China 9.Chinese Acad Med Sci, Dept Magnet Resonance Imaging, 167 Beilishi Rd, Beijing 100037, Peoples R China 10.Peking Union Med Coll, 167 Beilishi Rd, Beijing 100037, Peoples R China 11.Peking Univ First Hosp, Dept Cardiac Surg, Beijing, Peoples R China |
| Recommended Citation GB/T 7714 | Gao, Qi,Liu, Xingli,Wang, Hongping,et al. Optimization of 4D flow MRI velocity field in the aorta with divergence-free smoothing[J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING,2021,59,11-12,:2237-2252.Rp_Au:Gao, Q (corresponding author), Zhejiang Univ, Sch Aeronaut & Astronaut, Yuquan Campus,38 Zheda Rd, Hangzhou 310027, Peoples R China., Li, F (corresponding author), Chinese Acad Med Sci, Dept Struct Heart Dis, 167 Beilishi Rd, Beijing 100037, Peoples R China., Li, F (corresponding author), Fuwai Hosp, 167 Beilishi Rd, Beijing 100037, Peoples R China., Li, F (corresponding author), Peking Union Med Coll, State Key Lab Cardiovasc Dis, 167 Beilishi Rd, Beijing 100037, Peoples R China., Zhao, SH (corresponding author), Chinese Acad Med Sci, Dept Magnet Resonance Imaging, 167 Beilishi Rd, Beijing 100037, Peoples R China., Zhao, SH (corresponding author), Fuwai Hosp, 167 Beilishi Rd, Beijing 100037, Peoples R China., Zhao, SH (corresponding author), Peking Union Med Coll, 167 Beilishi Rd, Beijing 100037, Peoples R China., Li, F (corresponding author), Peking Univ First Hosp, Dept Cardiac Surg, Beijing, Peoples R China. |
| APA | Gao, Qi.,Liu, Xingli.,Wang, Hongping.,Wu, Peng.,Jin, Mansu.,...&李飞.(2021).Optimization of 4D flow MRI velocity field in the aorta with divergence-free smoothing.MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING,59(11-12),2237-2252. |
| MLA | Gao, Qi,et al."Optimization of 4D flow MRI velocity field in the aorta with divergence-free smoothing".MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING 59.11-12(2021):2237-2252. |
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