Computational Methods and Clinical Applications for Spine Imaging -

Computational Methods and Clinical Applications for Spine Imaging

4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers
Buch | Softcover
X, 147 Seiten
2017 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-55049-7 (ISBN)
53,49 inkl. MwSt
This book constitutes the refereed proceedings of the 4th International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2016, held in conjunction with MICCAI 2016, in Athens, Greece, in October 2016.


The 13 workshop papers were carefully reviewed and selected for inclusion in this volume. They aim at reviewing the state-of-the-art techniques, sharing the novel and emerging analysis and visualization techniques and discussing the clinical challenges and open problems in this rapidly growing field - including all major aspects of problems related to spine imaging, including clinical applications of spine imaging, computer aided diagnosis of spine conditions, computer aided detection of spine-related diseases, emerging computational imaging techniques for spinal diseases, fast 3D reconstruction of spine, feature extraction, multiscale analysis, pattern recognition, image enhancement of spine imaging, image-guided spine intervention and treatment, multimodal image registration and fusion for spine imaging, novel visualization techniques, segmentation techniques for spine imaging, statistical and geometric modeling for spine and vertebra, spine and vertebra localization.

State-of-the-art techniques.- Novel and emerging analysis and visualization techniques.- Clinical challenges and open problems.- Major aspects of problems related to spine imaging.- Including clinical applications of spine imaging.- Computer aided diagnosis of spine conditions.- Computer aided detection of spine-related diseases.- Emerging computational imaging techniques for spinal diseases,.-Fast 3D reconstruction of spine, feature extraction, multiscale analysis, pattern recognition, image enhancement of spine imaging.- Image-guided spine intervention and treatment, multimodal image registration and fusion for spine imaging.- Novel visualization techniques, segmentation techniques for spine imaging, statistical and geometric modeling for spine and vertebra, spine and vertebra localization.

Erscheinungsdatum
Reihe/Serie Image Processing, Computer Vision, Pattern Recognition, and Graphics
Lecture Notes in Computer Science
Zusatzinfo X, 147 p. 60 illus.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 256 g
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Schlagworte 2D/3D registration • 3D graphics and modelling • 3D Reconstruction • Algorithm analysis and problem complexity • algorithms and data structures • Applications • Artificial Intelligence • artificial intelligence (incl. robotics) • biomedical engineering • classification • Computer-aided Diagnosis • Computer Graphics • Computer Science • computer vision • conference proceedings • convulutional neural networks • graphics programming • Image Analysis • Image Processing • image processing and computer vision • Informatics • Localization • machine learning • Multiple Sclerosis • pattern recognition • quantitative medical imaging • random forest • Research • Robotics • Segmentation • Simulation and modeling • spine imaging • variational segmentation • vertebrae analysis • Visualization Techniques • WMGM segmentation • x-ray images
ISBN-10 3-319-55049-7 / 3319550497
ISBN-13 978-3-319-55049-7 / 9783319550497
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Modelle für 3D-Druck und CNC entwerfen

von Lydia Sloan Cline

Buch | Softcover (2022)
dpunkt (Verlag)
34,90
alles zum Drucken, Scannen, Modellieren

von Werner Sommer; Andreas Schlenker

Buch | Softcover (2024)
Markt + Technik Verlag
24,95