Cloud-Based Benchmarking of Medical Image Analysis

Download free course Cloud-Based Benchmarking of Medical Image Analysis, pdf file on 256 pages by Allan Hanbury, Henning Müller, Georg Langs.

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.

Table of contents

Pages :	256
Size :	10.4 MB
File type :	PDF
Downloads:	53
Created:	2022-02-01
License:	CC BY-NC
Author(s):	Allan Hanbury, Henning Müller, Georg Langs

Cloud-Based Benchmarking of Medical Image Analysis

Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233

Others analysis Tutorials

Measure, Integration and Real Analysis

Numerical Methods with Applications, 2nd Edition

Practical Data Analysis

Others related eBooks about Cloud-Based Benchmarking of Medical Image Analysis

Business Models for the Data Economy

Download free course Business Models for the Data Economy, pdf file on 21 pages by by Q Ethan McCallum, Ken Gleason....

UML for Java Developers

This tutorial is designated to teach the relationship between UML and Java languages to developers in order to make them easily understand the basics of analysis and computer designing,a free training document under 16 pages for download....

The Basics of User Experience Design

Download free course The Basics of User Experience Design, pdf file on 73 pages by Mads Soegaard....

The Data Science Design Manual

Download free course The Data Science Design Manual, pdf file on 456 pages by Steven S. Skiena....

Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems

Download free course Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems, pdf file on 298 pages by Paulo Carreira, Vasco Amaral, Hans Vangheluwe....

High-Performance Modelling and Simulation for Big Data Applications

Download free course High-Performance Modelling and Simulation for Big Data Applications, pdf file on 364 pages by Joanna Ko?odziej, Horacio González-Vélez....

Game Design Research

Download free course Game Design Research, pdf file on 230 pages by Petri Lankoski, Jussi Holopainen....

The Design and Implementation of the Anykernel and Rump Kernels

Download free course The Design and Implementation of the Anykernel and Rump Kernels, pdf file on 218 pages by Antti Kantee....

Model-Based Engineering of Collaborative Embedded Systems

Download free course Model-Based Engineering of Collaborative Embedded Systems, pdf file on 411 pages by Wolfgang Böhm, Manfred Broy, Cornel Klein, Klaus Pohl, Bernhard Rumpe, Sebastian Schröck....

Cyber-Physical Systems: A Model-Based Approach

Download free course Cyber-Physical Systems: A Model-Based Approach, pdf file on 205 pages by Walid M. Taha, Abd-Elhamid M. Taha, Johan Thunberg....