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Multimodal Retrieval in the Medical Domain: First International Workshop, MRMD 2015, Vienna, Austria, March 29, 2015, Revised Selected Papers ... Applications, incl. Internet/Web, and HCI)
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The Handbook of Data Science and AI
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Machine Learning and Interpretation in Neuroimaging: 4th International Workshop, MLINI 2014, Held at NIPS 2014, Montreal, QC, Canada, December 13, ... (Lecture Notes in Artificial Intelligence)
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Medical Computer Vision: Algorithms for Big Data: International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, ... Vision, Pattern Recognition, and Graphics)
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Machine Learning and Interpretation in Neuroimaging: International Workshop, MLINI 2011, Held at NIPS 2011, Sierra Nevada, Spain, December 16-17, ... (Lecture Notes in Artificial Intelligence)
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Medical Computer Visionalgorithms for Big Data : International Workshop, Mcv 2014, Held in Conjunction With Miccai 2014, Cambridge, Ma, USA, September 18, 2014, Revised Selected Papers
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Medical Computer Vision (Paperback)
Language: English
Published by Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2011
ISBN 10: 3642184200 ISBN 13: 9783642184208
Paperback. Condition: new. Paperback. This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision, MCV 2010, held in Beijing, China, in September 2010 as a satellite event of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2010.The 10 revised full papers and 11 revised poster papers presented were carefully reviewed and selected from 38 initial submissions. The papers explore the use of modern image recognition technology in tasks such assemantic anatomy parsing, automatic segmentation and quantification, anomaly detection and categorization, data harvesting, semantic navigation and visualization, data organization and clustering, andgeneral-purpose automatic understanding of medical images. This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision, MCV 2010, held in Beijing, China, in September 2010 as a satellite event of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2010. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Machine Learning and Interpretation in Neuroimaging : 4th International Workshop, Mlini 2014, Held at Nips 2014, Revised Selected Papers
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The Data Science Handbook
Language: English
Published by Hanser Publications, US, 2022
ISBN 10: 1569908869 ISBN 13: 9781569908860
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Paperback. Condition: New. Data Science, Big Data, and Artificial Intelligence are currently some of the most talked-about concepts in industry, government, and society, and yet also the most misunderstood. This book will clarify these concepts and provide you with practical knowledge to apply them. Featuring:- A comprehensive overview of the various fields of application of data science- Case studies from practice to make the described concepts tangible- Practical examples to help you carry out simple data analysis projectsThe book approaches the topic of data science from several sides. Crucially, it will show you how to build data platforms and apply data science tools and methods. Along the way, it will help you understand - and explain to various stakeholders - how to generate value from these techniques, such as applying data science to help organizations make faster decisions, reduce costs, and open up new markets. Furthermore, it will bring fundamental concepts related to data science to life, including statistics, mathematics, and legal considerations. Finally, the book outlines practical case studies that illustrate how knowledge generated from data is changing various industries over the long term. Contains these current issues:- Mathematics basics: Mathematics for Machine Learning to help you understand and utilize various ML algorithms.- Machine Learning: From statistical to neural and from Transformers and GPT-3 to AutoML, we introduce common frameworks for applying ML in practice- Natural Language Processing: Tools and techniques for gaining insights from text data and developing language technologies- Computer vision: How can we gain insights from images and videos with data science?- Modeling and Simulation: Model the behavior of complex systems, such as the spread of COVID-19, and do a What-If analysis covering different scenarios.- ML and AI in production: How to turn experimentation into a working data science product?- Presenting your results: Essential presentation techniques for data scientistsContributors: Stefan Papp / Wolfgang Weidinger / Katherine Munro / Bernhard Ortner / Annalisa Cadonna / Georg Langs / Roxane Licandro / Mario Meir-Huber / Danko Nikoli? / Zoltan Toth / Barbora Vesela / Rania Wazir / Günther Zauner.
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Machine Learning and Interpretation in Neuroimaging : International Workshop, Mlini 2011, Held at Nips 2011, Sierra Nevada, Spain, December 16-17, 2011, Revised Selected and Invited Papers
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Medical Computer Vision: Recognition Techniques and Applications in Medical Imaging: Second International MICCAI Workshop, MCV 2012, Nice, France, ... Vision, Pattern Recognition, and Graphics)
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Medical Computer Vision. Large Data in Medical Imaging: Third International MICCAI Workshop, MCV 2013, Nagoya, Japan, September 26, 2013, Revised ... Vision, Pattern Recognition, and Graphics)
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Cloud-Based Benchmarking of Medical Image Analysis
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Medical Computer Vision: Algorithms for Big Data: International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, ... Vision, Pattern Recognition, and Graphics)
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