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This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2011, held in conjunction with MICCAI 2011, in Toronto, Canada, in September 2011. The 28 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on EP simulation challenge, motion tracking challenge, segmentation challenge, and regular papers.

Statistics as Topic --- Computing Methodologies --- Image Processing, Computer-Assisted --- Cardiovascular System --- Reference Books --- Diagnostic Imaging --- Models, Theoretical --- Information Science --- Investigative Techniques --- Epidemiologic Methods --- Books --- Anatomy --- Health Care Evaluation Mechanisms --- Diagnostic Techniques and Procedures --- Quality of Health Care --- Public Health --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Diagnosis --- Publications --- Health Care Quality, Access, and Evaluation --- Environment and Public Health --- Communications Media --- Health Care --- Atlases as Topic --- Computer Simulation --- Imaging, Three-Dimensional --- Models, Statistical --- Heart --- Engineering & Applied Sciences --- Computer Science --- Imaging systems in medicine --- Three-dimensional imaging in medicine --- Image processing --- Imaging --- Computer simulation --- Digital techniques --- Computer science. --- Information storage and retrieval. --- Multimedia information systems. --- User interfaces (Computer systems). --- Computers. --- Image processing. --- Bioinformatics. --- Computer Science. --- Computing Methodologies. --- Image Processing and Computer Vision. --- Computational Biology/Bioinformatics. --- Information Storage and Retrieval. --- User Interfaces and Human Computer Interaction. --- Multimedia Information Systems. --- Bio-informatics --- Biological informatics --- Biology --- Information science --- Computational biology --- Systems biology --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Machine theory --- Calculators --- Cyberspace --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- Information storage and retrieval systems --- Informatics --- Science --- Data processing --- Cardiopulmonary system --- Cardiovascular system --- Chest --- Artificial intelligence. --- Computer vision. --- Information storage and retrieva. --- Multimedia systems. --- Artificial Intelligence. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Pattern recognition systems --- AI (Artificial intelligence) --- Artificial thinking --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Information storage and retrieval systems. --- 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 --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Optical data processing. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment