1.

Record Nr.

UNINA9910231831403321

Titolo

IISE transactions

Pubbl/distr/stampa

Philadelphia, Pa. : , : Taylor & Francis Group LLC, , [2017]-

©2017-

ISSN

2472-5862

Descrizione fisica

1 online resource

Disciplina

670.285

Soggetti

Industrial engineering

Systems engineering

Génie industriel

Ingénierie des systèmes

Periodical

periodicals.

Periodicals.

Périodiques.

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Periodico

Note generali

Refereed/Peer-reviewed



2.

Record Nr.

UNINA9910846990103321

Autore

Müller Henning

Titolo

Cloud-Based Benchmarking of Medical Image Analysis / Henning Müller, Allan Hanbury, Georg Langs

Pubbl/distr/stampa

London : , : Springer Open, , 2017

ISBN

9783319496443

3319496441

Descrizione fisica

1 online resource (256 p.)

Soggetti

Medical / Allied Health Services / Imaging Technologies

Medicine

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Sommario/riassunto

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.