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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. --- Diagnostic imaging --- Data processing

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This open access LNCS volume 15515 constitutes the refereed proceedings of the First MICCAI Challenge on Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance, LISA 2024, Held in Conjunction with MICCAI 2024, in Marrakesh, Morocco, in October 2024. The 6 full papers presented were carefully reviewed and selected from 8 submissions. This MICCAI Challenge focuses on the development and evaluation of automatic image analysis and machine learning algorithms and Ultra-low-field brain imaging has the potential to become a transformative tool for both clinical and research applications.

Artificial intelligence. --- Machine learning. --- Artificial Intelligence. --- Machine Learning.

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This book constitutes the refereed proceedings of the First Challenge in Adolescent Brain Cognitive Development Neurocognitive Prediction, ABCD-NP 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. 29 submissions were carefully reviewed and 24 of them were accepted. Some of the 24 submissions were merged and resulted in the 21 papers that are presented in this book. The papers explore methods for predicting fluid intelligence from T1-weighed MRI of 8669 children (age 9-10 years) recruited by the Adolescent Brain Cognitive Development Study (ABCD) study; the largest long-term study of brain development and child health in the United States to date.

Optical data processing. --- Machine learning. --- Mathematical statistics. --- Data mining. --- Image Processing and Computer Vision. --- Machine Learning. --- Probability and Statistics in Computer Science. --- 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 --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Learning, Machine --- Artificial intelligence --- Machine theory --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Statistical methods --- Optical equipment --- Brain --- Magnetic resonance imaging --- Cerebrum --- Mind --- Central nervous system --- Head --- Computer vision. --- Computer science --- Computer Vision. --- Mathematics. --- Machine vision --- Vision, Computer --- Image processing --- Pattern recognition systems --- Computer mathematics

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This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Clinical Image-based Procedures: From Planning to Intervention, CLIP 2012, held in Nice, France, in conjunction with the 15th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2012. This successful workshop was a productive and exciting forum for the discussion and dissemination of clinically tested, state-of-the-art methods for image-based planning, monitoring and evaluation of medical procedures. The 16 papers presented in this volume were carefully reviewed and selected from 24 submissions.

Mathematical statistics --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- computervisie --- patroonherkenning --- beeldverwerking --- factoranalyse --- vormgeving --- computers --- grafische vormgeving --- informatica --- mineralen (chemie) --- simulaties --- mijnbouw --- KI (kunstmatige intelligentie) --- computerkunde --- optica --- AI (artificiële intelligentie)