Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis -

Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis

6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings
Buch | Softcover
XVI, 166 Seiten
2017 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-67533-6 (ISBN)
53,49 inkl. MwSt

This book constitutes the refereed joint proceedings of the 6th Joint International Workshop on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting, CVII-STENT 2017, and the Second International Workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, LABELS 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017.

The 6 full papers presented at CVII-STENT 2017 and the 11 full papers presented at LABELS 2017 were carefully reviewed and selected. The CVII-STENT papers feature the state of the art in imaging, treatment, and computer-assisted intervention in the field of endovascular interventions. The LABELS papers present a variety of approaches for dealing with few labels, from transfer learning to crowdsourcing.

Erscheinungsdatum
Reihe/Serie Image Processing, Computer Vision, Pattern Recognition, and Graphics
Lecture Notes in Computer Science
Zusatzinfo XVI, 166 p. 73 illus.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 288 g
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Informatik Weitere Themen Hardware
Technik
Schlagworte Applications • Artificial Intelligence • classification • Classifiers • Computer Aided Design • computerized tomography • Computer Science • computer vision • conference proceedings • Image Analysis • image enhancement • Image Processing • image processing and computer vision • image reconstruction • Image Segmentation • Imaging Systems • Informatics • Learning Algorithms • Learning Systems • machine learning • Medical Imaging • Neural networks • Research • segmentation methods • supervised learning • Support Vector Machines (SVM)
ISBN-10 3-319-67533-8 / 3319675338
ISBN-13 978-3-319-67533-6 / 9783319675336
Zustand Neuware
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