Hardcover. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

N� de ref. del art�culo 9783319496429

Contactar al vendedor

Denunciar este art�culo

Detalles bibliogr�ficos

T�tulo: Cloud-Based Benchmarking of Medical Image Analysis (Hardcover)
Editor: Springer International Publishing AG, Cham
Fecha de publicaci�n: 2017
Idioma: Ingl�s
ISBN 10: 3319496425
ISBN 13: 9783319496429
Encuadernaci�n: Hardcover
Edici�n: 1� Edici�n
Estado: new

Acerca de

Sinopsis

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.

Acerca del autor

Allan Hanbury is Senior Researcher at the TU Wien, Austria, and was the coordinator of the EU-funded VISCERAL project on evaluation of algorithms on big data. His research interests include data science, information retrieval, multimodal information retrieval, and the evaluation of information retrieval systems and algorithms.

Henning M�ller is professor in computer sciences at the HES-SO, Sierre, Switzerland and in medicine at the University of Geneva, Switzerland. His research focuses on medical information retrieval, the organization of data science challenges and multimodal data analysis for big data and the underlying computing infrastructures.

Georg Langs is the Head of the Computational Imaging Research Lab (CIR) at the Medical University of Vienna, Austria, and is also affiliated with the Medical Vision Group at CSAIL, Massachusetts Institute of Technology, USA. His main research interests are in neuroimaging, machine learning and medical image analysis.

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Descripci�n de la librer�a

Ver la p�gina web de la librer�a

Informaci�n empresarial del vendedor

APOLLO ONLINE CORP.
605 Geddes Street, Wilmington, DE, 19805, U.S.A.

Condiciones de venta y env�o

Condiciones de venta

We guarantee the condition of every book as it�s described on the Abebooks web sites. If you�ve changed
your mind about a book that you�ve ordered, please use the Ask bookseller a question link to contact us
and we�ll respond within 2 business days.
Books ship from California and Michigan.

Derecho a cancelaci�n

Condiciones de env�o

Orders usually ship within 2 business days. All books within the US ship free of charge. Delivery is 4-14 business days anywhere in the United States.

Books ship from California and Michigan.

If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.

Tarifas de env�o de Estados Unidos de America a Espa�a

Tarifas de env�o de Estados Unidos de America a Espa�a
Cantidad del pedido	De 55 a 60 d�as h�biles	De 54 a 59 d�as h�biles
Primer art�culo	EUR 63.91	EUR 85.21

Los plazos de entrega los establecen los vendedores y var�an seg�n el transportista y la ubicaci�n. Los pedidos que pasan por la aduana pueden sufrir retrasos y los compradores son responsables de los aranceles o tarifas asociadas. Los vendedores pueden ponerse en contacto con usted en relaci�n con cargos adicionales para cubrir cualquier aumento en los costes de env�o de los art�culos.