Cloud-Based Benchmarking of Medical Image Analysis

Cloud-Based Benchmarking of Medical Image Analysis

Medical

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.

Allan Hanbury , - Henning Müller , - Georg Langs

https://link.springer.com/book/10.1007/978-3-319-49644-3

Spinnger

2017

Baihaqi

Creative Commona

PDF-Ebooks

English

Textbooks