Medical Image Retrieval.- Overview of the First Workshop on Medical Content–Based Retrieval for Clinical Decision Support at MICCAI 2009.- Introducing Space and Time in Local Feature-Based Endomicroscopic Image Retrieval.- A Query-by-Example Content-Based Image Retrieval System of Non-melanoma Skin Lesions.- 3D Case–Based Retrieval for Interstitial Lung Diseases.- Image Retrieval for Alzheimer’s Disease Detection.- Clinical Decision Making.- Statistical Analysis of Gait Data to Assist Clinical Decision Making.- Using BI-RADS Descriptors and Ensemble Learning for Classifying Masses in Mammograms.- Robust Learning-Based Annotation of Medical Radiographs.- Multimodal Fusion.- Knowledge-Based Discrimination in Alzheimer’s Disease.- Automatic Annotation of X-Ray Images: A Study on Attribute Selection.- Multi-modal Query Expansion Based on Local Analysis for Medical Image Retrieval.