Medical Content-Based Retrieval for Clinical Decision Support : Third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1st, 2012, Revised Selected Papers

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. Front Matter....Pages - Overview of the Third Workshop on Medical Content–Based Retrieval for Clinical Decision Support (MCBR–CDS 2012)....Pages 1-9 A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos....Pages 10-20 Exploiting 3D Part-Based Analysis, Description and Indexing to Support Medical Applications....Pages 21-32 Skull Retrieval for Craniosynostosis Using Sparse Logistic Regression Models....Pages 33-44 Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis....Pages 45-55 Immediate ROI Search for 3-D Medical Images....Pages 56-67 The Synergy of 3D SIFT and Sparse Codes for Classification of Viewpoints from Echocardiogram Videos....Pages 68-79 Assessing the Classification of Liver Focal Lesions by Using Multi-phase Computer Tomography Scans....Pages 80-91 VISCERAL: Towards Large Data in Medical Imaging — Challenges and Directions....Pages 92-98 Customised Frequency Pre-filtering in a Local Binary Pattern-Based Classification of Gastrointestinal Images....Pages 99-109 Bag–of–Colors for Biomedical Document Image Classification....Pages 110-121 An SVD–Bypass Latent Semantic Analysis for Image Retrieval....Pages 122-132 Multimedia Retrieval in a Medical Image Collection: Results Using Modality Classes....Pages 133-144 Back Matter....Pages -