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This book constitutes the refereed proceedings of the 9th International Conference on Functional Imaging and Modeling of the Heart, held in Toronto, ON, Canada, in June 2017. The 48 revised full papers were carefully reviewed and selected from 63 submissions. The focus of the papers is on following topics: novel imaging and analysis methods for myocardial tissue characterization and remodeling; advanced cardiac image analysis tools for diagnostic and interventions; electrophysiology: mapping and biophysical modeling; biomechanics and flow: modeling and tissue property measurements.
Computer science. --- Radiology. --- Cardiology. --- Computers. --- Computer graphics. --- Image processing. --- Bioinformatics. --- Computer Science. --- Image Processing and Computer Vision. --- Computing Methodologies. --- Computational Biology/Bioinformatics. --- Computer Graphics. --- Imaging / Radiology. --- Bio-informatics --- Biological informatics --- Pictorial data processing --- Picture processing --- Processing, Image --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Radiological physics --- Informatics --- Biology --- Information science --- Computational biology --- Systems biology --- Imaging systems --- Optical data processing --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- Computer systems --- Cybernetics --- Machine theory --- Calculators --- Cyberspace --- Heart --- Internal medicine --- Physics --- Radiation --- Science --- Data processing --- Digital techniques --- Diseases --- Computer vision. --- Artificial intelligence. --- Radiology, Medical. --- Artificial Intelligence. --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- AI (Artificial intelligence) --- Artificial thinking --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Machine vision --- Vision, Computer --- Artificial intelligence --- Pattern recognition systems --- Imaging --- Computer simulation --- Cardiopulmonary system --- Cardiovascular system --- Chest --- Optical data processing. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment
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The goal of this Special Issue is to disseminate emerging techniques and innovative solutions that comprehensively address unmet needs in cardiovascular disease and can be rapidly translated into the clinical arena in order to significantly improve diagnostic accuracy and precision in treatment delivery, as well as to enhance therapy guidance and procedural success. The volume includes research contributions from cross-disciplinary scientists and professionals who work in the cardiovascular field at the interface of basic and translational research, clinical practice, medical (bio)physics, engineering, mathematics, and computer science. Several compelling contributions are focused on the development of advanced techniques in cardiovascular imaging (MRI, CT, ultrasound, optics) to investigate structure-function interaction and identify pathology, image analysis (e.g. registration, segmentation, visualization), deep-learning/AI classification methods to better characterize tissue and physiological signals, novel preclinical experimental models and clinical approaches employed in electro-anatomical mapping and image-aided therapies (e.g., cardiac ablation, resynchronization), as well as innovative interventional procedures for vascular applications.
Cardiovascular system --- Diseases. --- Cardiovascular diseases
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The 1st IMAS International Conference Proceeding Book.
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The 1st IMAS International Conference Abstract Book.
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This book constitutes the thoroughly refereed post-conference proceedings of the 5th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2014, held in conjunction with MICCAI 2014, in Boston, MA, USA, in September 2014. The 30 revised full papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics such as sections on cardiac image processing; atlas construction; statistical modelling of cardiac function across different patient populations; cardiac mapping; cardiac computational physiology; model customization; atlas based functional analysis; ontological schemata for data and results; integrated functional and structural analyses; as well as the pre-clinical and clinical applicability of these methods.
Computer Science. --- Image Processing and Computer Vision. --- Health Informatics. --- Simulation and Modeling. --- Probability and Statistics in Computer Science. --- Pattern Recognition. --- Cardiology. --- Computer science. --- Medical records --- Computer simulation. --- Computer vision. --- Optical pattern recognition. --- Informatique --- Dossiers médicaux --- Cardiologie --- Simulation par ordinateur --- Vision par ordinateur --- Reconnaissance optique des formes (Informatique) --- Data processing. --- Engineering & Applied Sciences --- Applied Physics --- Health informatics. --- Mathematical statistics. --- Image processing. --- Pattern recognition. --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Heart --- Internal medicine --- Clinical informatics --- Health informatics --- Medical information science --- Information science --- Medicine --- Informatics --- Science --- Statistical methods --- Diseases --- Data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- EHR systems --- EHR technology --- EHRs (Electronic health records) --- Electronic health records --- Electronic medical records --- EMR systems --- EMRs (Electronic medical records) --- Information storage and retrieval systems --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Medical care --- Imaging --- Optical data processing. --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment
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This book constitutes the thoroughly refereed post-workshop proceedings of the 6th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2015, held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015. The 23 revised full workshop papers were carefully reviewed and selected from 34 submissions. The papers cover a wide range of topics such cardiac image processing, atlas construction, statistical modeling of cardiac function across different patient populations, cardiac mapping, cardiac computational physiology, model customization, image-based modelling and image-guided interventional procedures, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analysis.
Computer Science --- Engineering & Applied Sciences --- Computer science. --- Health informatics. --- Cardiology. --- Mathematical statistics. --- Computer simulation. --- Image processing. --- Pattern recognition. --- Computer Science. --- Simulation and Modeling. --- Image Processing and Computer Vision. --- Health Informatics. --- Probability and Statistics in Computer Science. --- Pattern Recognition. --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Heart --- Internal medicine --- Clinical informatics --- Health informatics --- Medical information science --- Information science --- Medicine --- Informatics --- Science --- Statistical methods --- Diseases --- Data processing --- Computer vision. --- Medical records --- Optical pattern recognition. --- Data processing. --- Pattern perception --- Perceptrons --- Visual discrimination --- EHR systems --- EHR technology --- EHRs (Electronic health records) --- Electronic health records --- Electronic medical records --- EMR systems --- EMRs (Electronic medical records) --- Information storage and retrieval systems --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Medical care --- Imaging --- Optical data processing. --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment --- Medical informatics. --- Pattern perception.
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This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2012, held in conjunction with MICCAI 2012, in Nice, France, in October 2012. The 42 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on CFD challenge, DE-MRI segmentation challenge, LV landmark detection challenge, motion tracking analysis challenge, and regular papers.
Computer science. --- Information storage and retrieval systems. --- Electronic data processing. --- Computer vision. --- Optical pattern recognition. --- Bioinformatics. --- Computer Science. --- Computing Methodologies. --- Image Processing and Computer Vision. --- Computational Biology/Bioinformatics. --- Information Storage and Retrieval. --- User Interfaces and Human Computer Interaction. --- Pattern Recognition. --- Engineering & Applied Sciences --- Computer Science --- Bio-informatics --- Biological informatics --- Machine vision --- Vision, Computer --- ADP (Data processing) --- Automatic data processing --- Data processing --- EDP (Data processing) --- IDP (Data processing) --- Integrated data processing --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Informatics --- Information storage and retrieval. --- User interfaces (Computer systems). --- Computers. --- Image processing. --- Pattern recognition. --- Heart --- Imaging systems in medicine --- Imaging --- Cardiopulmonary system --- Cardiovascular system --- Chest --- Artificial intelligence. --- Information storage and retrieva. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Biology --- Information science --- Computational biology --- Systems biology --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- Science --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Optical data processing. --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment --- User interfaces (Computer systems) --- Pattern perception.
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This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2013, held in conjunction with MICCAI 2013, in Nagoya, Japan, in September 2013. The 31 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on cardiac image processing; atlas construction; statistical modelling of cardiac function across different patient populations; cardiac mapping; cardiac computational physiology; model customization; atlas based functional analysis; ontological schemata for data and results; integrated functional and structural analyses; as well as the pre-clinical and clinical applicability of these methods.
Computer science. --- Information storage and retrieval systems. --- Electronic data processing. --- Computer vision. --- Optical pattern recognition. --- Bioinformatics. --- Computer Science. --- Computing Methodologies. --- Image Processing and Computer Vision. --- Computational Biology/Bioinformatics. --- Information Storage and Retrieval. --- User Interfaces and Human Computer Interaction. --- Pattern Recognition. --- Heart --- Imaging systems in medicine --- Three-dimensional imaging in medicine --- Image processing --- Engineering & Applied Sciences --- Computer Science --- Imaging --- Computer simulation --- Digital techniques --- Three-dimensional medical imaging --- Medical imaging systems --- Bio-informatics --- Biological informatics --- Machine vision --- Vision, Computer --- ADP (Data processing) --- Automatic data processing --- Data processing --- EDP (Data processing) --- IDP (Data processing) --- Integrated data processing --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Informatics --- Information storage and retrieval. --- User interfaces (Computer systems). --- Computers. --- Image processing. --- Pattern recognition. --- Cardiopulmonary system --- Cardiovascular system --- Chest --- Artificial intelligence. --- Information storage and retrieva. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Biology --- Information science --- Computational biology --- Systems biology --- Artificial intelligence --- Pattern recognition systems --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- Science --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Optical data processing. --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment
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This book constitutes the thoroughly refereed post-workshop proceedings of the 7th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges. 7th International Workshop, STACOM 2016, Held in conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected papers The 24 revised full workshop papers were carefully reviewed and selected from 32 submissions. The papers cover a wide range of topics such as cardiac image processing; atlas construction, statistical modelling of cardiac function across different patient populations; cardiac mapping, cardiac computational physiology; model customization; image-based modelling and image-guided interventional procedures; atlas based functional analysis, ontological schemata for data and results; integrated functional and structural analyses; pre-clinical and clinical applicability of the methods described.
Computer science. --- Health informatics. --- Cardiology. --- Mathematical statistics. --- Computer simulation. --- Image processing. --- Pattern recognition. --- Computer Science. --- Image Processing and Computer Vision. --- Health Informatics. --- Simulation and Modeling. --- Probability and Statistics in Computer Science. --- Pattern Recognition. --- Design perception --- Pattern recognition --- Pictorial data processing --- Picture processing --- Processing, Image --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Clinical informatics --- Health informatics --- Medical information science --- Informatics --- Statistical methods --- Form perception --- Perception --- Figure-ground perception --- Imaging systems --- Optical data processing --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Statistics --- Probabilities --- Sampling (Statistics) --- Heart --- Internal medicine --- Information science --- Medicine --- Science --- Diseases --- Data processing --- Computer vision. --- Medical records --- Optical pattern recognition. --- Data processing. --- Pattern perception --- Perceptrons --- Visual discrimination --- EHR systems --- EHR technology --- EHRs (Electronic health records) --- Electronic health records --- Electronic medical records --- EMR systems --- EMRs (Electronic medical records) --- Information storage and retrieval systems --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Medical care --- Imaging --- Cardiopulmonary system --- Cardiovascular system --- Chest --- Optical data processing. --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment
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This book constitutes the thoroughly refereed post-workshop proceedings of the 9th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 52 revised full workshop papers were carefully reviewed and selected from 60 submissions. The topics of the workshop included: cardiac imaging and image processing, machine learning applied to cardiac imaging and image analysis, atlas construction, statistical modelling of cardiac function across different patient populations, cardiac computational physiology, model customization, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analyses, as well as the pre-clinical and clinical applicability of these methods.
Computer vision. --- Artificial intelligence. --- Computer Communication Networks. --- Data mining. --- Image Processing and Computer Vision. --- Artificial Intelligence. --- Data Mining and Knowledge Discovery. --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Optical data processing --- Safety measures. --- Optical data processing. --- Computer communication systems. --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Distributed processing --- Optical equipment
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