Cloud-Based Benchmarking of Medical Image Analysis - Hanbury, Allan; Müller, Henning; Langs, Georg; SpringerLink (Online service) (Cham : Springer International Publishing : Imprint: Springer, 2017)
VISCERAL: Evaluation-as-a-Service for Medical Imaging -- Using the Cloud as a Platform for Evaluation and Data Preparation -- Ethical and Privacy Aspects of Using Medical Image Data -- Annotating Medical Image Data -- Datasets created in VISCERAL -- Evaluation Metrics for Medical Organ Segmentation and Lesion Detection -- VISCERAL Anatomy Benchmarks for Organ Segmentation and Landmark Localisation: Tasks and Results -- Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark -- Automatic Atlas-Free Multi-Organ Segmentation of Contrast-Enhanced CT Scans -- Multi-organ Segmentation Using Coherent Propagating Level Set Method Guided by Hierarchical Shape Priors and Local Phase Information -- Automatic Multi-organ Segmentation using Hierarchically-Registered Probabilistic Atlases -- Multi-Atlas Segmentation Using Robust Feature-Based Registration -- Combining Radiology Images and Clinical Meta-data for Multimodal Medical Case-based Retrieval -- Text and Content-based Medical Image Retrieval in the VISCERAL Retrieval Benchmark.
Keywords: Health informatics; Optical data processing; Computer system failures; Health Informatics; Health Informatics; Image Processing and Computer Vision; System Performance and Evaluation