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タイトル: | Topological Identification of Vortical Flow Structures in the Left Ventricle of the Heart |
著者: | Sakajo, Takashi ![]() ![]() ![]() Itatani, Keiichi |
著者名の別形: | 坂上, 貴之 板谷, 慶一 |
キーワード: | flows with moving boundary topological flow data analysis vortex identification blood flow visualization in the heart 37C10 58K45 05C62 37N10 76Z05 |
発行日: | Sep-2023 |
出版者: | Society for Industrial & Applied Mathematics (SIAM) |
誌名: | SIAM Journal on Imaging Sciences |
巻: | 16 |
号: | 3 |
開始ページ: | 1491 |
終了ページ: | 1519 |
抄録: | Vortical blood flow structures inside the heart’s left ventricle (LV) play a crucial role in an efficient blood supply from the heart to organs. Recent medical imaging and computational technology progress have brought us blood flow visualization tools in echocardiography and cardiac MRI. However, there are still few tools to precisely capture the vortical flow structures since the flow is highly unsteady and turbulent. Because of the importance of vortex flow power force on the prognosis of cardiac functions in heart diseases, identifying the vortex flow structure without ambiguity is essential in medical science. In this paper, we propose a mathematical method to describe the topological features of two-dimensional (2D) flows with symbolic graph expressions, called COT representations. Since the heart contracts and relaxes repeatedly in a short time range, the instantaneous blood flow pattern along this moving boundary would appear as a source/sink structure. This means that the flow does not satisfy the slip-boundary condition that is assumed in the preceding topological classification theory for 2D flows [T. Sakajo and T. Yokoyama, IMA J. Appl. Math., 83 (2018), pp. 380–411], [T. Sakajo and Y. Yokoyama, Discrete Math. Algorithms Appl., 15 (2023), 2250143]. We thus establish a new topological classification theory and an algorithm suitable for blood flow with the moving boundary condition by introducing a degenerate singular point named nn-bundled ss-saddle. Applying the theory to 2D blood flow patterns obtained by the visualization tools, we successfully identify vortical flow structures as topological vortex structures. This realizes a new image processing characterizing healthy blood flow patterns as well as inefficient patterns in diseased hearts. |
記述: | 心臓内の「渦血流」を同定する理論を世界に先駆けて構築 --心血流の渦のパターンを文字化し、早期に心不全を発見する可能性--. 京都大学プレスリリース. 2023-08-18. |
著作権等: | © 2023 SIAM. Published by SIAM under the terms of the Creative Commons 4.0 license. This work is licensed under a Creative Commons Attribution 4.0 International License. |
URI: | http://hdl.handle.net/2433/284722 |
DOI(出版社版): | 10.1137/22M1536923 |
関連リンク: | https://www.kyoto-u.ac.jp/ja/research-news/2023-08-18-0 |
出現コレクション: | 学術雑誌掲載論文等 |

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