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.
引用
收藏
页码:1795 / 1804
页数:10
相关论文
共 42 条
  • [1] Does the DSA reconstruction kernel affect hemodynamic predictions in intracranial aneurysms? An analysis of geometry and blood flow variations
    Berg, P.
    Saalfeld, S.
    Voss, S.
    Redel, T.
    Preim, B.
    Janiga, G.
    Beuing, O.
    [J]. JOURNAL OF NEUROINTERVENTIONAL SURGERY, 2018, 10 (03) : 290 - 296
  • [2] Multiple Aneurysms AnaTomy CHallenge 2018 (MATCH): Phase I: Segmentation
    Berg, Philipp
    Voss, Samuel
    Saalfeld, Sylvia
    Janiga, Gabor
    Bergersen, Aslak W.
    Valen-Sendstad, Kristian
    Bruening, Jan
    Goubergrits, Leonid
    Spuler, Andreas
    Cancelliere, Nicole M.
    Steinman, David A.
    Pereira, Vitor M.
    Chiu, Tin Lok
    Tsang, Anderson Chun On
    Chung, Bong Jae
    Cebral, Juan R.
    Cito, Salvatore
    Pallares, Jordi
    Copelli, Gabriele
    Csippa, Benjamin
    Paal, Gyorgy
    Fujimura, Soichiro
    Takao, Hiroyuki
    Hodis, Simona
    Hille, Georg
    Karmonik, Christof
    Elias, Saba
    Kellermann, Kerstin
    Khan, Muhammad Owais
    Marsden, Alison L.
    Morales, Hernan G.
    Piskin, Senol
    Finol, Ender A.
    Pravdivtseva, Mariya
    Rajabzadeh-Oghaz, Hamidreza
    Paliwal, Nikhil
    Meng, Hui
    Seshadhri, Santhosh
    Howard, Matthew
    Shojima, Masaaki
    Sugiyama, Shin-ichiro
    Niizuma, Kuniyasu
    Sindeev, Sergey
    Frolov, Sergey
    Wagner, Thomas
    Brawanski, Alexander
    Qian, Yi
    Wu, Yu-An
    Carlson, Kent D.
    Dragomir-Daescu, Dan
    [J]. CARDIOVASCULAR ENGINEERING AND TECHNOLOGY, 2018, 9 (04) : 565 - 581
  • [3] Multiple intracranial aneurysms: a direct hemodynamic comparison between ruptured and unruptured vessel malformations
    Berg, Philipp
    Beuing, Oliver
    [J]. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2018, 13 (01) : 83 - 93
  • [4] The Computational Fluid Dynamics Rupture Challenge 2013-Phase II: Variability of Hemodynamic Simulations in Two Intracranial Aneurysms
    Berg, Philipp
    Roloff, Christoph
    Beuing, Oliver
    Voss, Samuel
    Sugiyama, Shin-Ichiro
    Aristokleous, Nicolas
    Anayiotos, Andreas S.
    Ashton, Neil
    Revell, Alistair
    Bressloff, Neil W.
    Brown, Alistair G.
    Chung, Bong Jae
    Cebral, Juan R.
    Copelli, Gabriele
    Fu, Wenyu
    Qiao, Aike
    Geers, Arjan J.
    Hodis, Simona
    Dragomir-Daescu, Dan
    Nordahl, Emily
    Suzen, Yildirim Bora
    Khan, Muhammad Owais
    Valen-Sendstad, Kristian
    Kono, Kenichi
    Menon, Prahlad G.
    Albal, Priti G.
    Mierka, Otto
    Muenster, Raphael
    Morales, Hernan G.
    Bonnefous, Odile
    Osman, Jan
    Goubergrits, Leonid
    Pallares, Jordi
    Cito, Salvatore
    Passalacqua, Alberto
    Piskin, Senol
    Pekkan, Kerem
    Ramalho, Susana
    Marques, Nelson
    Sanchi, Stephane
    Schumacher, Kristopher R.
    Sturgeon, Jess
    Svihlova, Helena
    Hron, Jaroslav
    Usera, Gabriel
    Mendina, Mariana
    Xiang, Jianping
    Meng, Hui
    Steinman, David A.
    Janiga, Gabor
    [J]. JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2015, 137 (12):
  • [5] Cerebral Blood Flow in a Healthy Circle of Willis and Two Intracranial Aneurysms: Computational Fluid Dynamics Versus Four-Dimensional Phase-Contrast Magnetic Resonance Imaging
    Berg, Philipp
    Stucht, Daniel
    Janiga, Gabor
    Beuing, Oliver
    Speck, Oliver
    Thevenin, Dominique
    [J]. JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2014, 136 (04):
  • [6] Particle Imaging Velocimetry Evaluation of Intracranial Stents in Sidewall Aneurysm: Hemodynamic Transition Related to the Stent Design
    Bouillot, Pierre
    Brina, Olivier
    Ouared, Rafik
    Lovblad, Karl-Olof
    Farhat, Mohamed
    Pereira, Vitor Mendes
    [J]. PLOS ONE, 2014, 9 (12):
  • [7] Aneurysm Growth Occurs at Region of Low Wall Shear Stress Patient-Specific Correlation of Hemodynamics and Growth in a Longitudinal Study
    Boussel, Loic
    Rayz, Vitaliy
    McCulloch, Charles
    Martin, Alastair
    Acevedo-Bolton, Gabriel
    Lawton, Michael
    Higashida, Randall
    Smith, Wade S.
    Young, William L.
    Saloner, David
    [J]. STROKE, 2008, 39 (11) : 2997 - 3002
  • [8] Modeling Blood Flow Through Intracranial Aneurysms: A Comparison of Newtonian and Non-Newtonian Viscosity
    Carty, Gregory
    Chatpun, Surapong
    Espino, Daniel M.
    [J]. JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2016, 36 (03) : 396 - 409
  • [9] Flow Conditions in the Intracranial Aneurysm Lumen Are Associated with Inflammation and Degenerative Changes of the Aneurysm Wall
    Cebral, J.
    Ollikainen, E.
    Chung, B. J.
    Mut, F.
    Sippola, V.
    Jahromi, B. R.
    Tulamo, R.
    Hernesniemi, J.
    Niemela, M.
    Robertson, A.
    Frosen, J.
    [J]. AMERICAN JOURNAL OF NEURORADIOLOGY, 2017, 38 (01) : 119 - 126
  • [10] Quantitative Characterization of the Hemodynamic Environment in Ruptured and Unruptured Brain Aneurysms
    Cebral, J. R.
    Mut, F.
    Weir, J.
    Putman, C.
    [J]. AMERICAN JOURNAL OF NEURORADIOLOGY, 2011, 32 (01) : 145 - 151