Computational Methods and Clinical Applications for Spine Imaging
Springer International Publishing (Verlag)
978-3-319-55049-7 (ISBN)
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 | 16.03.2017 |
|---|---|
| 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 |
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