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This book constitutes the refereed proceedings of the Second International Workshop on Context-Aware Surgical Theaters, OR 2.0 2019, and the Second International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. For OR 2.0 all 6 submissions were accepted for publication. They aim to highlight the potential use of machine vision and perception, robotics, surgical simulation and modeling, multi-modal data fusion and visualization, image analysis, advanced imaging, advanced display technologies, human-computer interfaces, sensors, wearable and implantable electronics and robots, visual attention models, cognitive models, decision support networks to enhance surgical procedural assistance, context-awareness and team communication in the operating theater, human-robot collaborative systems, and surgical training and assessment. MLCN 2019 accepted 6 papers out of 7 submissions for publication. They focus on addressing the problems of applying machine learning to large and multi-site clinical neuroimaging datasets. The workshop aimed to bring together experts in both machine learning and clinical neuroimaging to discuss and hopefully bridge the existing challenges of applied machine learning in clinical neuroscience. .

Optical data processing. --- Artificial intelligence. --- Image Processing and Computer Vision. --- 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 --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment --- Computer-assisted surgery --- Computer-aided surgery --- Image-guided surgery --- Surgery

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This book constitutes the refereed joint proceedings of the First International Workshop on OR 2.0 Context-Aware Operating Theaters, OR 2.0 2018, 5th International Workshop on Computer Assisted Robotic Endoscopy, CARE 2018, 7th International Workshop on Clinical Image-Based Procedures, CLIP 2018, and the First International Workshop on Skin Image Analysis, ISIC 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 11 full papers presented at OR 2.0 2018, the 5 full papers presented at CARE 2018, the 8 full papers presented at CLIP 2018, and the 10 full papers presented at ISIC 2018 were carefully reviewed and selected. The OR 2.0 papers cover a wide range of topics such as machine vision and perception, robotics, surgical simulation and modeling, multi-modal data fusion and visualization, image analysis, advanced imaging, advanced display technologies, human-computer interfaces, sensors. The CARE papers cover topics to advance the field of computer-assisted and robotic endoscopy. The CLIP papers cover topics to fill gaps between basic science and clinical applications. The ISIC papers cover topics to facilitate knowledge dissemination in the field of skin image analysis, as well as to host a melanoma detection challenge, raising awareness and interest for these socially valuable tasks.

Artificial intelligence. --- Computer vision. --- Computer Communication Networks. --- Software engineering. --- Information systems. --- Artificial Intelligence. --- Image Processing and Computer Vision. --- Special Purpose and Application-Based Systems. --- Information Systems and Communication Service. --- Computer software engineering --- Engineering --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- 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 --- Surgery, Computer-Assisted. --- Robotic Surgical Procedures. --- Skin --- diagnostic imaging. --- Robot-Enhanced Procedures --- Robot-Enhanced Surgery --- Surgical Procedures, Robotic --- Procedure, Robot-Enhanced --- Procedure, Robotic Surgical --- Procedures, Robot-Enhanced --- Procedures, Robotic Surgical --- Robot Enhanced Procedures --- Robot Enhanced Surgery --- Robot-Enhanced Procedure --- Robot-Enhanced Surgeries --- Robotic Surgical Procedure --- Surgeries, Robot-Enhanced --- Surgery, Robot-Enhanced --- Surgical Procedure, Robotic --- Robotics --- Computer-Aided Surgery --- Computer-Assisted Surgery --- Image-Guided Surgery --- Surgery, Image-Guided --- Computer Aided Surgery --- Computer Assisted Surgery --- Computer-Aided Surgeries --- Computer-Assisted Surgeries --- Image Guided Surgery --- Image-Guided Surgeries --- Surgeries, Computer-Aided --- Surgeries, Computer-Assisted --- Surgeries, Image-Guided --- Surgery, Computer Assisted --- Surgery, Computer-Aided --- Surgery, Image Guided --- Augmented Reality --- Neuronavigation --- Image-Guided Biopsy --- Computer communication networks. --- Diagnostic imaging --- Digital techniques --- Clinical imaging --- Imaging, Diagnostic --- Medical diagnostic imaging --- Medical imaging --- Noninvasive medical imaging --- Diagnosis, Noninvasive --- Imaging systems in medicine --- Optical data processing. --- Computer communication systems. --- Special purpose computers. --- Computers. --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Calculators --- Cyberspace --- Special purpose computers --- Computers --- 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 --- Distributed processing --- Optical equipment --- Computer networks. --- Computers, Special purpose. --- Computer Vision.