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Titlebook: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021; 24th International C Marleen de Bruijne,Philippe C. Cattin,Caroli

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書目名稱Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
副標(biāo)題24th International C
編輯Marleen de Bruijne,Philippe C. Cattin,Caroline Ess
視頻videohttp://file.papertrans.cn/630/629205/629205.mp4
叢書名稱Lecture Notes in Computer Science
圖書封面Titlebook: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021; 24th International C Marleen de Bruijne,Philippe C. Cattin,Caroli
描述The eight-volume set LNCS 12901, 12902, 12903, 12904, 12905, 12906, 12907, and 12908 constitutes the refereed proceedings of the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021, held in Strasbourg, France, in September/October 2021.*.The 531 revised full papers presented were carefully reviewed and selected from 1630 submissions in a double-blind review process. The papers are organized in the following topical sections:..Part I: image segmentation..Part II: machine learning - self-supervised learning; machine learning - semi-supervised learning; and machine learning - weakly supervised learning..Part III: machine learning - advances in machine learning theory; machine learning - attention models; machine learning - domain adaptation; machine learning - federated learning; machine learning - interpretability / explainability; and machine learning - uncertainty..Part IV: image registration; image-guided interventions and surgery; surgical data science; surgical planning and simulation; surgical skill and work flow analysis; and surgical visualization and mixed, augmented and virtual reality..Part V: computer aided diagnosis; i
出版日期Conference proceedings 2021
關(guān)鍵詞artificial intelligence; bioinformatics; computer aided diagnosis; computer assisted interventions; comp
版次1
doihttps://doi.org/10.1007/978-3-030-87202-1
isbn_softcover978-3-030-87201-4
isbn_ebook978-3-030-87202-1Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer Nature Switzerland AG 2021
The information of publication is updating

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978-3-030-87201-4Springer Nature Switzerland AG 2021
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https://doi.org/10.1007/978-3-030-87202-1artificial intelligence; bioinformatics; computer aided diagnosis; computer assisted interventions; comp
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Bayesian Atlas Building with Hierarchical Priors for Subject-Specific Regularizationparameter tuning, which can be tedious and infeasible. We demonstrate the effectiveness of our model on 3D brain MR images. Experimental results show that our model provides a sharper atlas compared to the current atlas building algorithms with single-penalty regularizations. Our code is publicly available at ..
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0302-9743 ational Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021, held in Strasbourg, France, in September/October 2021.*.The 531 revised full papers presented were carefully reviewed and selected from 1630 submissions in a double-blind review process. The papers are org
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