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Cloud-Based Benchmarking of Medical Image Analysis

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Cover of 'Cloud-Based Benchmarking of Medical Image Analysis'

Table of Contents

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    Book Overview
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    Chapter 1 VISCERAL: Evaluation-as-a-Service for Medical Imaging
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    Chapter 2 Using the Cloud as a Platform for Evaluation and Data Preparation
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    Chapter 3 Ethical and Privacy Aspects of Using Medical Image Data
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    Chapter 4 Annotating Medical Image Data
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    Chapter 5 Datasets Created in VISCERAL
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    Chapter 6 Evaluation Metrics for Medical Organ Segmentation and Lesion Detection
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    Chapter 7 VISCERAL Anatomy Benchmarks for Organ Segmentation and Landmark Localization: Tasks and Results
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    Chapter 8 Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark
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    Chapter 9 Automatic Atlas-Free Multiorgan Segmentation of Contrast-Enhanced CT Scans
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    Chapter 10 Multiorgan Segmentation Using Coherent Propagating Level Set Method Guided by Hierarchical Shape Priors and Local Phase Information
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    Chapter 11 Automatic Multiorgan Segmentation Using Hierarchically Registered Probabilistic Atlases
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    Chapter 12 Multiatlas Segmentation Using Robust Feature-Based Registration
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    Chapter 13 Combining Radiology Images and Clinical Metadata for Multimodal Medical Case-Based Retrieval
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    Chapter 14 Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark
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