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Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 : 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I / / edited by Maxime Descoteaux, Lena Maier-Hein, Alfred Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne



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Titolo: Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 : 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I / / edited by Maxime Descoteaux, Lena Maier-Hein, Alfred Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Edizione: 1st ed. 2017.
Descrizione fisica: 1 online resource (XLVI, 811 p. 343 illus.)
Disciplina: 616.0757
Soggetto topico: Optical data processing
Artificial intelligence
Mathematical statistics
Pattern recognition
Health informatics
Image Processing and Computer Vision
Artificial Intelligence
Probability and Statistics in Computer Science
Pattern Recognition
Health Informatics
Persona (resp. second.): DescoteauxMaxime
Maier-HeinLena
FranzAlfred
JanninPierre
CollinsD. Louis
DuchesneSimon
Nota di bibliografia: Includes bibliographical references and index.
Sommario/riassunto: 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 in Quebec 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.
Titolo autorizzato: Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017  Visualizza cluster
ISBN: 3-319-66182-5
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910483351303321
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Serie: Image Processing, Computer Vision, Pattern Recognition, and Graphics ; ; 10433