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|a 9783319661797
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|a Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
|h [electronic resource] :
|b 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III /
|c edited by Maxime Descoteaux, Lena Maier-Hein, Alfred Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne.
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|a 1st ed. 2017.
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|a Cham :
|b Springer International Publishing :
|b Imprint: Springer,
|c 2017.
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|a XXVI, 713 p. 2051 illus., 341 illus. in color.
|b online resource.
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|a Image Processing, Computer Vision, Pattern Recognition, and Graphics ;
|v 10435
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|a The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held inQuebec City, Canada, in September 2017. The 255 revised full papers presented were carefully reviewed and selected from 800 submissions in a two-phase review process. The papers have been organized in the following topical sections: Part I: atlas and surface-based techniques; shape and patch-based techniques; registration techniques, functional imaging, connectivity, and brain parcellation; diffusion magnetic resonance imaging (dMRI) and tensor/fiber processing; and image segmentation and modelling. Part II: optical imaging; airway and vessel analysis; motion and cardiac analysis; tumor processing; planning and simulation for medical interventions; interventional imaging and navigation; and medical image computing. Part III: feature extraction and classification techniques; and machine learning in medical image computing.
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|a Optical data processing.
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|a Artificial intelligence.
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|a Mathematical statistics.
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|a Pattern recognition.
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|a Health informatics.
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|a Image Processing and Computer Vision.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I22021
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|a Artificial Intelligence.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I21000
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|a Probability and Statistics in Computer Science.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I17036
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|a Pattern Recognition.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I2203X
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|a Health Informatics.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I23060
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|a Descoteaux, Maxime.
|e editor.
|0 (orcid)0000-0002-8191-2129
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|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
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|a Maier-Hein, Lena.
|e editor.
|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
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|a Franz, Alfred.
|e editor.
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700 |
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|a Jannin, Pierre.
|e editor.
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700 |
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|a Collins, D. Louis.
|e editor.
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|a Duchesne, Simon.
|e editor.
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710 |
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|a SpringerLink (Online service)
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|t Springer Nature eBook
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|i Printed edition:
|z 9783319661780
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|i Printed edition:
|z 9783319661803
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830 |
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|a Image Processing, Computer Vision, Pattern Recognition, and Graphics ;
|v 10435
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|u https://doi.org/10.1007/978-3-319-66179-7
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|a Computer Science (SpringerNature-11645)
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