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This book contains the full papers presented at the MICCAI 2014 workshop on Computational Methods and Clinical Applications for Spine Imaging. The workshop brought together scientists and clinicians in the field of computational spine imaging. The chapters included in this book present and discuss the new advances and challenges in these fields, using several methods and techniques in order to address more efficiently different and timely applications involving signal and image acquisition, image processing and analysis, image segmentation, image registration and fusion, computer simulation, image based modeling, simulation and surgical planning, image guided robot assisted surgical and image based diagnosis. The book also includes papers and reports from the first challenge on vertebra segmentation held at the workshop.
Engineering. --- Biomedical Engineering. --- Imaging / Radiology. --- Signal, Image and Speech Processing. --- Mathematics, general. --- Medical and Radiation Physics. --- Radiology, Medical. --- Mathematics. --- Biomedical engineering. --- Ingénierie --- Mathématiques --- Génie biomédical --- Health & Biological Sciences --- Biomedical Engineering --- Imaging systems in medicine --- Spine --- Diseases --- Diagnosis --- Backbone --- Columna vertebralis --- Spinal column --- Vertebral column --- Medical physics. --- Back --- Bones --- Skeleton --- Biomedical Engineering and Bioengineering. --- Health physics --- Health radiation physics --- Medical radiation physics --- Radiotherapy physics --- Radiation therapy physics --- Biophysics --- Physics --- Math --- Science --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- Clinical engineering --- Medical engineering --- Bioengineering --- Engineering --- Medicine --- Radiology. --- Signal processing. --- Image processing. --- Speech processing systems. --- Radiation. --- Radiology --- Computational linguistics --- Electronic systems --- Information theory --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Radiological physics --- Radiation
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This book constitutes the refereed proceedings of the 5th International Workshop and Challenge on Computational Methods and Clinical Applications for Musculoskeletal Imaging, MSKI 2017, held in conjunction with MICCAI 2017, in Quebec City, QC, Canada, in September 2017. The 13 workshop papers were carefully reviewed and selected for inclusion in this volume. Topics of interest include all major aspects of musculoskeletal imaging, for example: clinical applications of musculoskeletal computational imaging; computer-aided detection and diagnosis of conditions of the bones, muscles and joints; image-guided musculoskeletal surgery and interventions; image-based assessment and monitoring of surgical and pharmacological treatment; segmentation, registration, detection, localization and visualization of the musculoskeletal anatomy; statistical and geometrical modeling of the musculoskeletal shape and appearance; image-based microstructural characterization of musculoskeletal tissue; novel techniques for musculoskeletal imaging.
Computer science. --- Computer communication systems. --- Artificial intelligence. --- Image processing. --- Computer Science. --- Image Processing and Computer Vision. --- Artificial Intelligence (incl. Robotics). --- Computer Communication Networks. --- Pictorial data processing --- Picture processing --- Processing, Image --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Informatics --- Imaging systems --- Optical data processing --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Science --- Distributed processing --- Computer vision. --- Artificial Intelligence. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Musculoskeletal system --- Imaging. --- Optical data processing. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment --- Computer networks. --- Computer Vision.
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This book contains the full papers presented at the MICCAI 2014 workshop on Computational Methods and Clinical Applications for Spine Imaging. The workshop brought together scientists and clinicians in the field of computational spine imaging. The chapters included in this book present and discuss the new advances and challenges in these fields, using several methods and techniques in order to address more efficiently different and timely applications involving signal and image acquisition, image processing and analysis, image segmentation, image registration and fusion, computer simulation, image based modeling, simulation and surgical planning, image guided robot assisted surgical and image based diagnosis. The book also includes papers and reports from the first challenge on vertebra segmentation held at the workshop.
Mathematics --- Optics. Quantum optics --- Human biochemistry --- Physical methods for diagnosis --- Human medicine --- Biotechnology --- Computer. Automation --- DIP (documentimage processing) --- beeldverwerking --- medische biochemie --- spraaktechnologie --- bio-engineering --- biotechnologie --- radiologie --- medische beeldvorming --- wiskunde --- fysica --- straling --- signaalverwerking
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This book constitutes the refereed proceedings of the Third International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2015, held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015. The 9 workshop papers and 6 challenge contributions were carefully reviewed and selected for inclusion in this volume. The papers cover all major aspects related to spine imaging.
Computer science. --- Algorithms. --- Artificial intelligence. --- Computer simulation. --- Computer graphics. --- Image processing. --- Pattern recognition. --- Computer Science. --- Image Processing and Computer Vision. --- Pattern Recognition. --- Computer Graphics. --- Artificial Intelligence (incl. Robotics). --- Simulation and Modeling. --- Algorithm Analysis and Problem Complexity. --- Design perception --- Pattern recognition --- Pictorial data processing --- Picture processing --- Processing, Image --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Informatics --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Algorism --- Form perception --- Perception --- Figure-ground perception --- Imaging systems --- Optical data processing --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Science --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Fifth generation computers --- Neural computers --- Algebra --- Arithmetic --- Digital techniques --- Foundations --- Computer vision. --- Optical pattern recognition. --- Computer software. --- Artificial Intelligence. --- Software, Computer --- Computer systems --- Pattern perception --- Perceptrons --- Visual discrimination --- Machine vision --- Vision, Computer --- Artificial intelligence --- Pattern recognition systems --- Spine --- Imaging. --- Backbone --- Columna vertebralis --- Spinal column --- Vertebral column --- Back --- Bones --- Skeleton --- Optical data processing. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment --- Pattern recognition systems. --- Computer Vision. --- Automated Pattern Recognition. --- Computer Modelling. --- Pattern classification systems --- Pattern recognition computers --- Computer vision
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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.
Computer science. --- Algorithms. --- Artificial intelligence. --- Computer simulation. --- Computer graphics. --- Image processing. --- Pattern recognition. --- Computer Science. --- Image Processing and Computer Vision. --- Pattern Recognition. --- Computer Graphics. --- Artificial Intelligence (incl. Robotics). --- Simulation and Modeling. --- Algorithm Analysis and Problem Complexity. --- Design perception --- Pattern recognition --- Pictorial data processing --- Picture processing --- Processing, Image --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Algorism --- Informatics --- Form perception --- Perception --- Figure-ground perception --- Imaging systems --- Optical data processing --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Fifth generation computers --- Neural computers --- Algebra --- Arithmetic --- Science --- Digital techniques --- Foundations --- Computer vision. --- Optical pattern recognition. --- Computer software. --- Artificial Intelligence. --- Software, Computer --- Computer systems --- Pattern perception --- Perceptrons --- Visual discrimination --- Machine vision --- Vision, Computer --- Artificial intelligence --- Pattern recognition systems --- Computer vision --- Optical data processing. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment --- Pattern recognition systems. --- Computer Vision. --- Automated Pattern Recognition. --- Computer Modelling. --- Pattern classification systems --- Pattern recognition computers
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The 12-volume set LNCS 15001 - 15012 constitutes the proceedings of the 27th International Conferenc on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco, during October 6–10, 2024. MICCAI accepted 857 full papers from 2781 submissions. They focus on neuroimaging; image registration; computational pathology; computer aided diagnosis, treatment response, and outcome prediction; image guided intervention; visualization; surgical planning, and surgical data science; image reconstruction; image segmentation; machine learning; etc.
Image processing --- Computer vision. --- Application software. --- Machine learning. --- Education --- Social sciences --- Biomedical engineering. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Computer and Information Systems Applications. --- Machine Learning. --- Computers and Education. --- Computer Application in Social and Behavioral Sciences. --- Biomedical Engineering and Bioengineering. --- Digital techniques. --- Data processing.
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The 12-volume set LNCS 15001 - 15012 constitutes the proceedings of the 27th International Conferenc on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco, during October 6–10, 2024. MICCAI accepted 857 full papers from 2781 submissions. They focus on neuroimaging; image registration; computational pathology; computer aided diagnosis, treatment response, and outcome prediction; image guided intervention; visualization; surgical planning, and surgical data science; image reconstruction; image segmentation; machine learning; etc.
Image processing --- Computer vision. --- Application software. --- Machine learning. --- Education --- Social sciences --- Biomedical engineering. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Computer and Information Systems Applications. --- Machine Learning. --- Computers and Education. --- Computer Application in Social and Behavioral Sciences. --- Biomedical Engineering and Bioengineering. --- Digital techniques. --- Data processing.
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Choose an application
The 12-volume set LNCS 15001 - 15012 constitutes the proceedings of the 27th International Conferenc on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco, during October 6–10, 2024. MICCAI accepted 857 full papers from 2781 submissions. They focus on neuroimaging; image registration; computational pathology; computer aided diagnosis, treatment response, and outcome prediction; image guided intervention; visualization; surgical planning, and surgical data science; image reconstruction; image segmentation; machine learning; etc.
Image processing --- Computer vision. --- Application software. --- Machine learning. --- Education --- Social sciences --- Biomedical engineering. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Computer and Information Systems Applications. --- Machine Learning. --- Computers and Education. --- Computer Application in Social and Behavioral Sciences. --- Biomedical Engineering and Bioengineering. --- Digital techniques. --- Data processing.
Choose an application
The 12-volume set LNCS 15001 - 15012 constitutes the proceedings of the 27th International Conferenc on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco, during October 6–10, 2024. MICCAI accepted 857 full papers from 2781 submissions. They focus on neuroimaging; image registration; computational pathology; computer aided diagnosis, treatment response, and outcome prediction; image guided intervention; visualization; surgical planning, and surgical data science; image reconstruction; image segmentation; machine learning; etc.
Image processing --- Computer vision. --- Application software. --- Machine learning. --- Education --- Social sciences --- Biomedical engineering. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Computer and Information Systems Applications. --- Machine Learning. --- Computers and Education. --- Computer Application in Social and Behavioral Sciences. --- Biomedical Engineering and Bioengineering. --- Digital techniques. --- Data processing.
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