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書名 Cloud-based benchmarking of medical image analysis / edited by Allan Hanbury, Henning Muller, Georg Langs
出版項 Cham : Springer International Publishing : Imprint: Springer, 2017
國際標準書號 9783319496443 (electronic bk.)
9783319496429 (paper)
國際標準號碼 10.1007/978-3-319-49644-3 doi
book jacket
說明 1 online resource (xviii, 254 pages) : illustrations, digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
附註 VISCERAL: Evaluation-as-a-Service for Medical Imaging -- Using the Cloud as a Platform for Evaluation and Data Preparation -- Ethical and Privacy Aspects of Using Medical Image Data -- Annotating Medical Image Data -- Datasets created in VISCERAL -- Evaluation Metrics for Medical Organ Segmentation and Lesion Detection -- VISCERAL Anatomy Benchmarks for Organ Segmentation and Landmark Localisation: Tasks and Results -- Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark -- Automatic Atlas-Free Multi-Organ Segmentation of Contrast-Enhanced CT Scans -- Multi-organ Segmentation Using Coherent Propagating Level Set Method Guided by Hierarchical Shape Priors and Local Phase Information -- Automatic Multi-organ Segmentation using Hierarchically-Registered Probabilistic Atlases -- Multi-Atlas Segmentation Using Robust Feature-Based Registration -- Combining Radiology Images and Clinical Meta-data for Multimodal Medical Case-based Retrieval -- Text and Content-based Medical Image Retrieval in the VISCERAL Retrieval Benchmark
Open access
This book is open access under a CC BY-NC 2.5 license. 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
Host Item Springer eBooks
主題 Diagnostic imaging -- Data processing
Diagnostic imaging -- Digital techniques
Cloud computing
Computer Science
Health Informatics
Health Informatics
Image Processing and Computer Vision
System Performance and Evaluation
Alt Author Hanbury, Allan, editor
Muller, Henning, editor
Langs, Georg, editor
SpringerLink (Online service)
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