Left Atrial Segmentation Challenge: A Unified Benchmarking Framework
Left Atrial Segmentation Challenge: A Unified Benchmarking Framework
复制标题
左心房分割挑战：统一的基准框架
DOI：
10.1007/978-3-642-54268-8_1
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发表时间：
2013
期刊：
影响因子：
5.5
通讯作者：
K. Rhode
中科院分区：
文献类型：
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作者：
C. Tobon;J. Peters;J. Weese;Karen Pinto;R. Karim;T. Schaeffter;R. Razavi;K. Rhode
了解左心房LA解剖结构对于指导房颤消融非常重要。最近，LA解剖模型已用于心脏生物物理建模。从磁共振成像MRI和计算机断层扫描CT图像中分割LA是一个复杂的问题。我们旨在通过挑战机制（2013 LASC'13左心房分割挑战）创建一个统一的基准测试框架，评估当前解决该问题的算法。向参与者提供了30个MRI和30个CT数据集进行分割。为每种模态提供10个数据集，并提供专家手动分割用于算法训练。每种模态的其他20个数据集用于评价。数据集由伦敦国王学院和飞利浦技术有限公司提供。每名参与者对LA进行分段，包括LA附件主干的一小部分加上肺静脉的近端部分。关于评估框架和在这一挑战中获得的结果的详细信息见本手稿。结果表明，统计模型与区域增长方法相结合的方法是最适合处理拟议的任务。
The knowledge of left atrial LA anatomy is important for atrial fibrillation ablation guidance. More recently, LA anatomical models have been used for cardiac biophysical modelling. Segmentation of the LA from Magnetic Resonance Imaging MRI and Computed Tomography CT images is a complex problem. We aimed at evaluating current algorithms that address this problem by creating a unified benchmarking framework through the mechanism of a challenge, the Left Atrial Segmentation Challenge 2013 LASC'13. Thirty MRI and thirty CT datasets were provided to participants for segmentation. Ten data sets for each modality were provided with expert manual segmentations for algorithm training. The other 20 data sets per modality were used for evaluation. The datasets were provided by King's College London and Philips Technologie GmbH. Each participant segmented the LA including a short part of the LA appendage trunk plus the proximal parts of the pulmonary veins. Details on the evaluation framework and the results obtained in this challenge are presented in this manuscript. The results showed that methodologies combining statistical models with region growing approaches were the most appropriate to handle the proposed task.
DOI：
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发表时间：
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期刊：
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影响因子：
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作者：
Abramson Dh;Marr Bp;Brodie Se;Dunkel Ij;L. A;F. R;Gobin Yp;Akerson Vl;Donnelly La;Riggs Ml;E. J.;Aladily Tn;Medeiros Lj;A. Me;Litman Hj;Richter He;L. Ge;Sirls Lt;Chai Tc;Norton P;Kraus Sr;Zyczynski H;Kenton K;Gormley Ea;A. Jamil;Mody R;K. A.;M. M.-M.;Huang J;Anekstein Y Mirovsky;Arnabitsky V Gelfer;Zaltz I;Smorgick Y;M. Angoa‐Pérez;Kane Mj;Briggs Di;Sykes Ce;S. Mm;Francescutti Dm;R. Dr;Thomas Dm;Kuhns Dm;S. Ke;Mohammed Am;A. T;Wong Sc;Mitchell Pc;Tokunaga Cc;Ch'en Yh;L. Dang;Giblin Fj;Trese Mt;Bain Ee;A. G.;Sangal Rb;Robieson Wz;Mcneil Dl;Abi-Saab Wm;S. Md;Wolters Kluwer;Health Full-Text;Barger Rl;Nandalur Kr;B. A;Shah C;M. J.;Nadeau L Stein;J. R.;Robert Jm;Baschnagel Am;Wilkinson Jb;Dekhne N;Arthur Dw;Vicini Fa;B. A;Galens S;R. a;W. R.;S. B.;P. K.;Anderson W;B. M.;M. R;M. J;Bee Mt;Montante Jm;G. G;Forbes Wc;Beitsch Pd;H. B. Fine;Whitworth P Kuerer;Zannis V;L. M;B. A;H. C;E. J;Sadosky A Oster;Boyanton Bl;S. P.;L. Cr;Pesta C Gonzalez-Krellwitz;R. B.;R. P.;A. Boyer;A. M.;Request Form;Brush Gs;Najor Na;Dombkowski Aa;C. D.;Sawarynski Ke;Budge Md;Moravek Je;Zimel Mn;Nolan Em;Wiater Jm;Burks Fn;A. Liu;Suh Rs;Schuster Tg;B. T;M. Da;Knapp Pm;Murtagh Ds;Dunn Rl;Montie Je;Miller;H. Calkins;Kuck Kh;Cappato R Brugada;Camm Aj;S-A Chen;Crijns Hjg;D. Rj;Davies Dw;D. J;E. J;Ellenbogen K;E. Md;Haines De;H. Hindricks;Iesaka Y;J. W.;J. J;Jais P;Kalman J Keane;D. Kim;Y.-H.;K. Klein;Kottkamp H;Kumagai K;L. Bd;M. M.-M.;Marchlinski Fe;Mccarthy Pm;M. Jl;M. F.;Nademanee K;N. H.;N. A.;Pappone C;Prystowsky E;R. A. Reddy;Ruskin Jn;Shemin Rj;H. Tsao;W. D;Campochiaro Pa;Brown Dm;Pearson A;C. S. Boyer;D. Ruiz-Moreno;Garretson B;Gupta A;Hariprasad Sm;Bailey C;Reichel E Soubrane;K. B.;B. K.;K. Fe;G. K
通讯作者：
Abramson Dh;Marr Bp;Brodie Se;Dunkel Ij;L. A;F. R;Gobin Yp;Akerson Vl;Donnelly La;Riggs Ml;E. J.;Aladily Tn;Medeiros Lj;A. Me;Litman Hj;Richter He;L. Ge;Sirls Lt;Chai Tc;Norton P;Kraus Sr;Zyczynski H;Kenton K;Gormley Ea;A. Jamil;Mody R;K. A.;M. M.-M.;Huang J;Anekstein Y Mirovsky;Arnabitsky V Gelfer;Zaltz I;Smorgick Y;M. Angoa‐Pérez;Kane Mj;Briggs Di;Sykes Ce;S. Mm;Francescutti Dm;R. Dr;Thomas Dm;Kuhns Dm;S. Ke;Mohammed Am;A. T;Wong Sc;Mitchell Pc;Tokunaga Cc;Ch'en Yh;L. Dang;Giblin Fj;Trese Mt;Bain Ee;A. G.;Sangal Rb;Robieson Wz;Mcneil Dl;Abi-Saab Wm;S. Md;Wolters Kluwer;Health Full-Text;Barger Rl;Nandalur Kr;B. A;Shah C;M. J.;Nadeau L Stein;J. R.;Robert Jm;Baschnagel Am;Wilkinson Jb;Dekhne N;Arthur Dw;Vicini Fa;B. A;Galens S;R. a;W. R.;S. B.;P. K.;Anderson W;B. M.;M. R;M. J;Bee Mt;Montante Jm;G. G;Forbes Wc;Beitsch Pd;H. B. Fine;Whitworth P Kuerer;Zannis V;L. M;B. A;H. C;E. J;Sadosky A Oster;Boyanton Bl;S. P.;L. Cr;Pesta C Gonzalez-Krellwitz;R. B.;R. P.;A. Boyer;A. M.;Request Form;Brush Gs;Najor Na;Dombkowski Aa;C. D.;Sawarynski Ke;Budge Md;Moravek Je;Zimel Mn;Nolan Em;Wiater Jm;Burks Fn;A. Liu;Suh Rs;Schuster Tg;B. T;M. Da;Knapp Pm;Murtagh Ds;Dunn Rl;Montie Je;Miller;H. Calkins;Kuck Kh;Cappato R Brugada;Camm Aj;S-A Chen;Crijns Hjg;D. Rj;Davies Dw;D. J;E. J;Ellenbogen K;E. Md;Haines De;H. Hindricks;Iesaka Y;J. W.;J. J;Jais P;Kalman J Keane;D. Kim;Y.-H.;K. Klein;Kottkamp H;Kumagai K;L. Bd;M. M.-M.;Marchlinski Fe;Mccarthy Pm;M. Jl;M. F.;Nademanee K;N. H.;N. A.;Pappone C;Prystowsky E;R. A. Reddy;Ruskin Jn;Shemin Rj;H. Tsao;W. D;Campochiaro Pa;Brown Dm;Pearson A;C. S. Boyer;D. Ruiz-Moreno;Garretson B;Gupta A;Hariprasad Sm;Bailey C;Reichel E Soubrane;K. B.;B. K.;K. Fe;G. K
DOI：
10.1016/j.pbiomolbio.2011.06.011
发表时间：
2011-10
影响因子：
3.8
作者：
Aslanidi OV;Colman MA;Stott J;Dobrzynski H;Boyett MR;Holden AV;Zhang H
通讯作者：
Zhang H