{"product_id":"cloud-based-benchmarking-of-medical-image-analysis-by-allan-hanbury","title":"Cloud-Based Benchmarking of Medical Image Analysis by Allan Hanbury ISBN 9783319842073","description":"\u003cp\u003e\u003cb\u003eCloud-Based Benchmarking of Medical Image Analysis by Allan Hanbury\u003c\/b\u003e\u003c\/p\u003e This book is open access under a CC BY-NC 2.5 license.\u003cbr\u003e\u003cbr\u003eThis 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.\u003cbr\u003e\u003cbr\u003eThe 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.\u003cbr\u003e\u003cbr\u003e\u003cbr\u003eThis 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.\u003cbr\u003e\u003ch3\u003eBook details\u003c\/h3\u003e\u003ctable style=\"border-collapse:collapse;width:100%;\"\u003e\u003ctbody\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eISBN 13\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e9783319842073\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eISBN 10\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e3319842072\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eAuthor\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eAllan Hanbury\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eCondition\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eNew\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eBinding Type\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003ePaperback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003ePublisher\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eSpringer International Publishing AG\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eYear published\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e2018-07-28\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eNumber of pages\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e254\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eCover note\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eBook picture is for illustrative purposes only, actual binding, cover or edition may vary.\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\u003c\/table\u003e","brand":"Springer International Publishing AG","offers":[{"title":"Default Title","offer_id":67708728967413,"sku":"9783319842073","price":39.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0795\/8632\/8821\/files\/9783319842073.jpg?v=1792077069","url":"https:\/\/arbiyas.com\/products\/cloud-based-benchmarking-of-medical-image-analysis-by-allan-hanbury","provider":"Arbiyas","version":"1.0","type":"link"}