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Cloud-Based Benchmarking of Medical Image Analysis

Authors: --- ---
ISBN: 9783319496443 Year: DOI: http://dx.doi.org/10.1007/978-3-319-49644-3 Language: English
Publisher: Springer
Subject: Medicine (General)
Added to DOAB on : 2017-07-19 16:06:14
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This book presents the VISCERAL project benchmarks for analysis and retrieval of 3D medical images (CT and MRI) on a large scale, which used an innovative cloud-based evaluation approach where the image data were stored centrally on a cloud infrastructure and participants placed their programs in virtual machines on the cloud. The book presents the points of view of both the organizers of the VISCERAL benchmarks and the participants.The book is divided into five parts. Part I presents the cloud-based benchmarking and Evaluation-as-a-Service paradigm that the VISCERAL benchmarks used. Part II focuses on the datasets of medical images annotated with ground truth created in VISCERAL that continue to be available for research. It also covers the practical aspects of obtaining permission to use medical data and manually annotating 3D medical images efficiently and effectively. The VISCERAL benchmarks are described in Part III, including a presentation and analysis of metrics used in evaluation of medical image analysis and search. Lastly, Parts IV and V present reports by some of the participants in the VISCERAL benchmarks, with Part IV devoted to the anatomy benchmarks and Part V to the retrieval benchmark.This book has two main audiences: the datasets as well as the segmentation and retrieval results are of most interest to medical imaging researchers, while eScience and computational science experts benefit from the insights into using the Evaluation-as-a-Service paradigm for evaluation and benchmarking on huge amounts of data.

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Medical imaging

The Future Internet: Future Internet Assembly 2011: Achievements and Technological Promises

Authors: --- --- --- --- et al.
Book Series: Lecture Notes in Computer Science ISSN: 03029743 ISBN: 9783642208973 9783642208980 Year: Volume: 6656 Pages: 465 DOI: 10.1007/978-3-642-20898-0 Language: English
Publisher: Springer
Subject: Business and Management --- Electrical and Nuclear Engineering --- Media and communication --- Manufactures --- Transportation --- Computer Science
Added to DOAB on : 2012-08-16 16:43:16
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Irrespective of whether we use economic or societal metrics, the Internet is one of the most important technical infrastructures in existence today. It will be a catalyst for much of our innovation and prosperity in the future. A competitive Europe will require Internet connectivity and services beyond the capabilities offered by current technologies. Future Internet research is therefore a must. This book is published in full compliance with the Open Access publishing initiative; it is based on the research carried out within the Future Internet Assembly (FIA). It contains a sample of representative results from the recent FIA meetings spanning a broad range of topics, all being of crucial importance for the future Internet. The book includes 32 contributions and has been structured into the following sections, each of which is preceded by a short introduction:Foundations: architectural issues; socio-economic issues; security and trust; and experiments and experimental design. Future Internet Areas: networks, services, and content; and applications.

The Future Internet: Future Internet Assembly 2012: From Promises to Reality

Authors: --- --- --- --- et al.
Book Series: Lecture Notes in Computer Science ISSN: 03029743 ISBN: 9783642302404 9783642302411 Year: Volume: 7281 Pages: 243 DOI: 10.1007/978-3-642-30241-1 Language: English
Publisher: Springer
Subject: Computer Science
Added to DOAB on : 2012-08-16 16:43:16
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Irrespective of whether we use economic or societal metrics, the Internet is one of the most important technical infrastructures in existence today. It will serve as a catalyst for much of our innovation and prosperity in the future. A competitive Europe will require Internet connectivity and services beyond the capabilities offered by current technologies. Future Internet research is therefore a must. The Future Internet Assembly (FIA) is a successful and unique bi-annual conference that brings together participants of over 150 projects from several distinct but interrelated areas in the EU Framework Programme 7. The 20 full papers included in this volume were selected from 40 submissions, and are preceded by a vision paper describing the FIA Roadmap. The papers have been organized into topical sections on the foundations of Future Internet, the applications of Future Internet, Smart Cities, and Future Internet infrastructures.

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