Multiple Aneurysms AnaTomy CHallenge 2018 (MATCH)-phase II: rupture risk assessment

被引:32
|
作者
Berg, Philipp [1 ]
Voss, Samuel [1 ]
Janiga, Gabor [1 ]
Saalfeld, Sylvia [1 ]
Bergersen, Aslak W. [2 ]
Valen-Sendstad, Kristian [2 ]
Bruening, Jan [3 ]
Goubergrits, Leonid [3 ]
Spuler, Andreas [4 ]
Chiu, Tin Lok [5 ]
Tsang, Anderson Chun On [5 ]
Copelli, Gabriele [6 ]
Csippa, Benjamin [7 ]
Paal, Gyorgy [7 ]
Zavodszky, Gabor [7 ]
Detmer, Felicitas J. [8 ]
Chung, Bong J. [8 ]
Cebral, Juan R. [8 ]
Fujimura, Soichiro [9 ]
Takao, Hiroyuki [9 ]
Karmonik, Christof [10 ]
Elias, Saba [10 ]
Cancelliere, Nicole M. [11 ]
Najafi, Mehdi [12 ]
Steinman, David A. [12 ]
Pereira, Vitor M. [11 ]
Piskin, Senol [13 ]
Finol, Ender A. [13 ]
Pravdivtseva, Mariya [14 ]
Velvaluri, Prasanth [15 ]
Rajabzadeh-Oghaz, Hamidreza [16 ]
Paliwal, Nikhil [16 ]
Meng, Hui [16 ]
Seshadhri, Santhosh [17 ]
Venguru, Sreenivas [17 ]
Shojima, Masaaki [18 ]
Sindeev, Sergey [19 ]
Frolov, Sergey [19 ]
Qian, Yi [20 ]
Wu, Yu-An [21 ]
Carlson, Kent D. [21 ]
Kallmes, David F. [21 ]
Dragomir-Daescu, Dan [21 ]
Beuing, Oliver [22 ]
机构
[1] Univ Magdeburg, Magdeburg, Germany
[2] Simula Res Lab, Lysaker, Norway
[3] Charite, Berlin, Germany
[4] Helios Hosp Berlin Buch, Berlin, Germany
[5] Univ Hong Kong, Hong Kong, Peoples R China
[6] Univ Parma, Parma, Italy
[7] Budapest Univ Technol & Econ, Budapest, Hungary
[8] George Mason Univ, Fairfax, VA 22030 USA
[9] Tokyo Univ Sci, Tokyo, Japan
[10] Houston Methodist Res Inst, Houston, TX USA
[11] Toronto Western Hosp, Toronto, ON, Canada
[12] Univ Toronto, Toronto, ON, Canada
[13] Univ Texas San Antonio, San Antonio, TX USA
[14] Univ Med Ctr Schleswig Holstein, Kiel, Germany
[15] Univ Kiel, Kiel, Germany
[16] SUNY Buffalo, Buffalo, NY USA
[17] Medtron Engn Innovat Ctr, Hyderabad, India
[18] Saitama Med Univ, Gen Hosp, Saitama, Japan
[19] Tambov State Tech Univ, Tambov, Russia
[20] Macquarie Univ, Sydney, NSW, Australia
[21] Mayo Clin, Rochester, MN USA
[22] Univ Hosp Magdeburg, Magdeburg, Germany
关键词
Intracranial aneurysm; Rupture risk; Hemodynamic simulation; International challenge; INTRACRANIAL ANEURYSMS; BLOOD-FLOW; DYNAMICS; HEMODYNAMICS; IMPACT; QUANTIFICATION; INSTABILITIES; SIMULATION; PREDICTION; STRATEGY;
D O I
10.1007/s11548-019-01986-2
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Purpose Assessing the rupture probability of intracranial aneurysms (IAs) remains challenging. Therefore, hemodynamic simulations are increasingly applied toward supporting physicians during treatment planning. However, due to several assumptions, the clinical acceptance of these methods remains limited. Methods To provide an overview of state-of-the-art blood flow simulation capabilities, the Multiple Aneurysms AnaTomy CHallenge 2018 (MATCH) was conducted. Seventeen research groups from all over the world performed segmentations andhemodynamic simulations to identify the ruptured aneurysm in a patient harboring five IAs. Although simulation setups revealed good similarity, clear differences exist with respect to the analysis of aneurysm shape and blood flow results. Most groups (12/71%) included morphological and hemodynamic parameters in their analysis, with aspect ratio and wall shear stress as the most popular candidates, respectively. Results The majority of groups (7/41%) selected the largest aneurysm as being the ruptured one. Four (24%) of the participating groups were able to correctly select the ruptured aneurysm, while three groups (18%) ranked the ruptured aneurysm as the second most probable. Successful selections were based on the integration of clinically relevant information such as the aneurysm site, as well as advanced rupture probability models considering multiple parameters. Additionally, flow characteristics such as the quantification of inflow jets and the identification of multiple vortices led to correct predictions. Conclusions MATCH compares state-of-the-art image-based blood flow simulation approaches to assess the rupture risk of IAs. Furthermore, this challenge highlights the importance of multivariate analyses by combining clinically relevant metadata with advanced morphological and hemodynamic quantification.
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收藏
页码:1795 / 1804
页数:10
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