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Hanbury, Allan

Cloud-Based Benchmarking of Medical Image Analysis

Hanbury, Allan - Cloud-Based Benchmarking of Medical Image Analysis, ebook

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ISBN: 9783319496443
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Table of contents

Part I. Evaluation-as-a-Service

1. VISCERAL: Evaluation-as-a-Service for Medical Imaging
Allan Hanbury, Henning Müller

2. Using the Cloud as a Platform for Evaluation and Data Preparation
Ivan Eggel, Roger Schaer, Henning Müller

Part II. VISCERAL Datasets

3. Ethical and Privacy Aspects of Using Medical Image Data
Katharina Grünberg, Andras Jakab, Georg Langs, Tomàs Salas Fernandez, Marianne Winterstein, Marc-André Weber, Markus Krenn, Oscar Jimenez-del-Toro

4. Annotating Medical Image Data
Katharina Grünberg, Oscar Jimenez-del-Toro, Andras Jakab, Georg Langs, Tomàs Salas Fernandez, Marianne Winterstein, Marc-André Weber, Markus Krenn

5. Datasets Created in VISCERAL
Markus Krenn, Katharina Grünberg, Oscar Jimenez-del-Toro, András Jakab, Tomàs Salas Fernandez, Marianne Winterstein, Marc-André Weber, Georg Langs

Part III. VISCERAL Benchmarks

6. Evaluation Metrics for Medical Organ Segmentation and Lesion Detection
Abdel Aziz Taha, Allan Hanbury

7. VISCERAL Anatomy Benchmarks for Organ Segmentation and Landmark Localization: Tasks and Results
Orcun Goksel, Antonio Foncubierta-Rodríguez

8. Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark
Oscar Jimenez-del-Toro, Henning Müller, Antonio Foncubierta-Rodriguez, Georg Langs, Allan Hanbury

Part IV. VISCERAL Anatomy Participant Reports

9. Automatic Atlas-Free Multiorgan Segmentation of Contrast-Enhanced CT Scans
Assaf B. Spanier, Leo Joskowicz

10. Multiorgan Segmentation Using Coherent Propagating Level Set Method Guided by Hierarchical Shape Priors and Local Phase Information
Chunliang Wang, Örjan Smedby

11. Automatic Multiorgan Segmentation Using Hierarchically Registered Probabilistic Atlases
Razmig Kéchichian, Sébastien Valette, Michel Desvignes

12. Multiatlas Segmentation Using Robust Feature-Based Registration
Frida Fejne, Matilda Landgren, Jennifer Alvén, Johannes Ulén, Johan Fredriksson, Viktor Larsson, Olof Enqvist, Fredrik Kahl

Part V. VISCERAL Retrieval Participant Reports

13. Combining Radiology Images and Clinical Metadata for Multimodal Medical Case-Based Retrieval
Oscar Jimenez-del-Toro, Pol Cirujeda, Henning Müller

14. Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark
Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Müller

Keywords: Computer Science, Health Informatics, Health Informatics, Image Processing and Computer Vision, System Performance and Evaluation

Editor
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783319496443
Printed ISBN
978-3-319-49642-9

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