Reconstruction, Segmentation, and Analysis of Medical Images -

Reconstruction, Segmentation, and Analysis of Medical Images

First International Workshops, RAMBO 2016 and HVSMR 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers
Buch | Softcover
XI, 174 Seiten
2017 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-52279-1 (ISBN)
53,49 inkl. MwSt

This book constitutes the refereed proceedings of two workshops held at the 19th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016, in Athens, Greece, in October 2016: the First International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2016, and the First International Workshop on Whole-Heart and Great Vessel Segmentation from 3D Cardiovascular MRI in Congenital Heart Disease, HVSMR 2016.

The 17 revised regular papers presented in this book were carefully reviewed and selected from a total of 21 submissions. The papers cover following topics: Registration; Reconstruction; Deep learning for heart segmentation; Discrete optimization and probabilistic intensity modeling; Atlas-based strategies; Random forests.

Registration.- Reconstruction.- Deep learning for heart segmentation.- Discrete optimization and probabilistic intensity modeling.- Atlas-based strategies.- Random forests.

Erscheinungsdatum
Reihe/Serie Image Processing, Computer Vision, Pattern Recognition, and Graphics
Lecture Notes in Computer Science
Zusatzinfo XI, 174 p. 67 illus.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte 3D cardiac MRI • Applications • Applied Computing • Automatic segmentation • cardiac image segmentation • Computer Science • computer vision • Computing Methodologies • conference proceedings • Deep learning • Image Analysis • Image Processing • image processing and computer vision • Informatics • life and medical sciences • machine learning • Magnetic Resonance Imaging • Modeling and Simulation • Motion • random forest • reconstruction • registration • Research • Segmentation • super-resolution reconstruction • tagged MRI • tissue maps • total variation
ISBN-10 3-319-52279-5 / 3319522795
ISBN-13 978-3-319-52279-1 / 9783319522791
Zustand Neuware
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