High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model

Jwala Dhamala; Sandesh Ghimire; John L. Sapp; B. Milan Horáček; Linwei Wang

doi:10.1007/978-3-030-00934-2_56

High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model

Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horáček, Linwei Wang

科研成果: 图书/报告稿件的类型 › 会议稿件

源语言	英语
主期刊名	Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings
编辑	Gabor Fichtinger, Christos Davatzikos, Carlos Alberola-López, Alejandro F. Frangi, Julia A. Schnabel
出版商	Springer Verlag
页	499-507
页数	9
ISBN（印刷版）	9783030009335
DOI	https://doi.org/10.1007/978-3-030-00934-2_56
出版状态	已出版 - 2018
活动	21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 - Granada, 西班牙期限: 9月 16 2018 → 9月 20 2018

出版系列

姓名	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷	11071 LNCS
ISSN（印刷版）	0302-9743
ISSN（电子版）	1611-3349

会议

会议	21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018
国家/地区	西班牙
市	Granada
时期	9/16/18 → 9/20/18

!!!ASJC Scopus Subject Areas

理论计算机科学
一般计算机科学

访问文件

10.1007/978-3-030-00934-2_56

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引用此

Dhamala, J., Ghimire, S., Sapp, J. L., Horáček, B. M., & Wang, L. (2018). High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model. 在 G. Fichtinger, C. Davatzikos, C. Alberola-López, A. F. Frangi, & J. A. Schnabel (编辑), Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings (页码 499-507). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 11071 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-030-00934-2_56

High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model. / Dhamala, Jwala; Ghimire, Sandesh; Sapp, John L. 等.
Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. 编辑 / Gabor Fichtinger; Christos Davatzikos; Carlos Alberola-López; Alejandro F. Frangi; Julia A. Schnabel. Springer Verlag, 2018. 页码 499-507 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 11071 LNCS).

科研成果: 图书/报告稿件的类型 › 会议稿件

Dhamala, J, Ghimire, S, Sapp, JL , Horáček, BM & Wang, L 2018, High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model. 在 G Fichtinger, C Davatzikos, C Alberola-López, AF Frangi & JA Schnabel (编辑), Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 卷 11071 LNCS, Springer Verlag, 页码 499-507, 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018, Granada, 西班牙, 9/16/18. https://doi.org/10.1007/978-3-030-00934-2_56

Dhamala J, Ghimire S, Sapp JL , Horáček BM, Wang L. High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model. 在 Fichtinger G, Davatzikos C, Alberola-López C, Frangi AF, Schnabel JA, 编辑, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Springer Verlag. 2018. 页码 499-507. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-00934-2_56

Dhamala, Jwala ; Ghimire, Sandesh ; Sapp, John L. 等. / High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model. Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. 编辑 / Gabor Fichtinger ; Christos Davatzikos ; Carlos Alberola-López ; Alejandro F. Frangi ; Julia A. Schnabel. Springer Verlag, 2018. 页码 499-507 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model",

keywords = "Bayesian optimization, Cardiac electrophysiology, Model personalization, Parameter estimation, Variational auto-encoder",

author = "Jwala Dhamala and Sandesh Ghimire and Sapp, {John L.} and Hor{\'a}{\v c}ek, {B. Milan} and Linwei Wang",

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N1 - Publisher Copyright: © Springer Nature Switzerland AG 2018.

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High-dimensional bayesian optimization of personalized cardiac model parameters via an embedded generative model

出版系列

会议

!!!ASJC Scopus Subject Areas

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