Medical content-based retrieval for clinical decision support : second MICCAI International Workshop, MCBR-CDS 2011, Toronto, ON, Canada, September 22, 2011, Revised selected papers

Annotation This book constitutes the refereed proceedings of the Second MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2011, held in Toronto, Canada, in September 2011. The 11 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 17 submissions. The papers are divided on several topics on medical image retrieval with textual approaches, visual word based approaches, applications and multidimensional retrieval Front Matter....Pages - Overview of the Second Workshop on Medical Content–Based Retrieval for Clinical Decision Support....Pages 1-11 Content-Based Retrieval in Endomicroscopy: Toward an Efficient Smart Atlas for Clinical Diagnosis....Pages 12-23 Biomedical Image Retrieval Using Multimodal Context and Concept Feature Spaces....Pages 24-35 Using MeSH to Expand Queries in Medical Image Retrieval....Pages 36-46 Building Implicit Dictionaries Based on Extreme Random Clustering for Modality Recognition....Pages 47-57 Superpixel-Based Interest Points for Effective Bags of Visual Words Medical Image Retrieval....Pages 58-68 Using Multiscale Visual Words for Lung Texture Classification and Retrieval....Pages 69-79 Histology Image Indexing Using a Non-negative Semantic Embedding....Pages 80-91 A Discriminative Distance Learning–Based CBIR Framework for Characterization of Indeterminate Liver Lesions....Pages 92-104 Computer–Aided Diagnosis of Pigmented Skin Dermoscopic Images....Pages 105-115 Texture Bags: Anomaly Retrieval in Medical Images Based on Local 3D-Texture Similarity....Pages 116-127 Evaluation of Fast 2D and 3D Medical Image Retrieval Approaches Based on Image Miniatures....Pages 128-138 Semantic Analysis of 3D Anatomical Medical Images for Sub-image Retrieval....Pages 139-151 Back Matter....Pages - This book constitutes the refereed proceedings of the Third MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2012, held in Nice, France, in October 2012.The 10 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 15 submissions. The papers are divided on several topics on image analysis of visual or multimodal medical data (X-ray, MRI, CT, echo videos, time series data), machine learning of disease correlations in visual or multimodal data, algorithms for indexing and retrieval of data from visual or multimodal medical databases, disease model-building and clinical decision support systems based on visual or multimodal analysis, algorithms for medical image retrieval or classification, systems of retrieval or classification using the ImageCLEF collection.