Medical Image Computing and Computer Assisted Intervention − MICCAI 2017

20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III

Maxime Descoteaux, Lena Maier-Hein, Alfred Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne (Herausgeber)

Buch | Softcover

XXVI, 713 Seiten

2017 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-66178-0 (ISBN)

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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.

Erscheinungsdatum	12.09.2017
Reihe/Serie	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XXVI, 713 p. 2051 illus., 341 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1100 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Applications • Artificial Intelligence • Computer Science • computer vision • conference proceedings • estimation • face recognition • Image Analysis • Image Processing • image processing and computer vision • Image Quality • image reconstruction • Image Registration • Image Segmentation • Informatics • Learning Algorithms • machine learning • Medical Images • Motion Estimation • Neural networks • Probability • reconstruction • Research • segmentation methods • Signal Processing • Support Vector Machines (SVM)
ISBN-10	3-319-66178-7 / 3319661787
ISBN-13	978-3-319-66178-0 / 9783319661780
Zustand	Neuware