Medical content-based retrieval for clinical decision support : third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1, 2012, Revised selected papers / Hayit Greenspan, Henning Müller, Tanveer Syeda-Mahmood (eds.).

By: (3rd : MCBR-CDS (Workshop) (3rd : 2012 : Nice, France)
Contributor(s): Greenspan, Hayit [editor.] | Müller, Henning (Medical scientist) [editor.] | Syeda-Mahmood, Tanveer [editor.]
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7723.Publisher: Heidelberg : Springer, [2013]Description: 1 online resource (viii, 144 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783642366789; 3642366783; 3642366775; 9783642366772Other title: MCBR-CDS 2012Subject(s): Medical informatics -- Congresses | Content-based image retrieval -- Congresses | Diagnostic imaging -- Digital techniques -- Congresses | Medical care -- Decision making -- Congresses | Information Storage and Retrieval -- methods | Decision Making, Computer-Assisted | Investigative Techniques | Publication Formats | Medical Informatics Applications | Computing Methodologies | Information Systems | Information Science | Medical Informatics | Publication Characteristics | Analytical, Diagnostic and Therapeutic Techniques and Equipment | Methods | Information Storage and Retrieval | Image Processing, Computer-Assisted | Decision Support Systems, Clinical | Image Processing, Computer-Assisted -- methods | Content-based image retrieval | Diagnostic imaging -- Digital techniques | Medical care -- Decision making | Medical informatics | Computer science | Data mining | Information storage and retrieval systems | Computer vision | Optical pattern recognition | Information Systems | Information Storage and Retrieval | Pattern Recognition | Image Processing and Computer Vision | Management of Computing and Information Systems | computerwetenschappen | computer sciences | informatiesystemen | internet | beeldverwerking | image processing | machine vision | patroonherkenning | informatieontsluiting | information retrieval | informatieopslag | information storage | datamining | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Congress. | Electronic books. | Conference papers and proceedings. Additional physical formats: Printed edition:: No titleDDC classification: 610.285 LOC classification: R858.A2 | M33 2012Other classification: 44.32 | 54.89 Online resources: Click here to access online
Contents:
Workshop Overview -- Overview of the Third Workshop on Medical Content-Based Retrieval for Clinical Decision Support (MCBR-CDS 2012) / Henning Müller, Hayit Greenspan -- Invited Talk -- A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos / Gwénolé Quellec, Mathieu Lamard, Zakarya Droueche, Béatrice Cochener, Christian Roux -- Methods -- Exploiting 3D Part-Based Analysis, Description and Indexing to Support Medical Applications / Chiara Eva Catalano, Francesco Robbiano, Patrizia Parascandolo, Lorenzo Cesario -- Skull Retrieval for Craniosynostosis Using Sparse Logistic Regression Models / Shulin Yang, Linda Shapiro, Michael Cunningham, Matthew Speltz, Craig Birgfeld -- 3D/4D Data Retrieval -- Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis / Antonio Foncubierta-Rodríguez, Alejandro Vargas, Alexandra Platon -- Immediate ROI Search for 3-D Medical Images / Karen Simonyan, Marc Modat, Sebastien Ourselin, David Cash, Antonio Criminisi -- The Synergy of 3D SIFT and Sparse Codes for Classification of Viewpoints from Echocardiogram Videos / Yu Qian, Lianyi Wang, Chunyan Wang, Xiaohong Gao -- Assessing the Classification of Liver Focal Lesions by Using Multi-phase Computer Tomography Scans / Auréline Quatrehomme, Ingrid Millet, Denis Hoa, Gérard Subsol, William Puech -- Invited Talk -- VISCERAL: Towards Large Data in Medical Imaging -- Challenges and Directions / Georg Langs, Allan Hanbury, Bjoern Menze, Henning Müller -- Visual Features -- Customised Frequency Pre-filtering in a Local Binary Pattern-Based Classification of Gastrointestinal Images / Sebastian Hegenbart, Stefan Maimone, Andreas Uhl, Andreas Vécsei, Georg Wimmer -- Bag-of-Colors for Biomedical Document Image Classification / Alba García Seco de Herrera, Dimitrios Markonis, Henning Müller -- Multimodal Retrieval -- An SVD-Bypass Latent Semantic Analysis for Image Retrieval / Spyridon Stathopoulos, Theodore Kalamboukis -- Multimedia Retrieval in a Medical Image Collection: Results Using Modality Classes / Angel Castellanos, Xaro Benavent, Ana García-Serrano, J. Cigarrán.
Summary: 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.
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Workshop Overview -- Overview of the Third Workshop on Medical Content-Based Retrieval for Clinical Decision Support (MCBR-CDS 2012) / Henning Müller, Hayit Greenspan -- Invited Talk -- A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos / Gwénolé Quellec, Mathieu Lamard, Zakarya Droueche, Béatrice Cochener, Christian Roux -- Methods -- Exploiting 3D Part-Based Analysis, Description and Indexing to Support Medical Applications / Chiara Eva Catalano, Francesco Robbiano, Patrizia Parascandolo, Lorenzo Cesario -- Skull Retrieval for Craniosynostosis Using Sparse Logistic Regression Models / Shulin Yang, Linda Shapiro, Michael Cunningham, Matthew Speltz, Craig Birgfeld -- 3D/4D Data Retrieval -- Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis / Antonio Foncubierta-Rodríguez, Alejandro Vargas, Alexandra Platon -- Immediate ROI Search for 3-D Medical Images / Karen Simonyan, Marc Modat, Sebastien Ourselin, David Cash, Antonio Criminisi -- The Synergy of 3D SIFT and Sparse Codes for Classification of Viewpoints from Echocardiogram Videos / Yu Qian, Lianyi Wang, Chunyan Wang, Xiaohong Gao -- Assessing the Classification of Liver Focal Lesions by Using Multi-phase Computer Tomography Scans / Auréline Quatrehomme, Ingrid Millet, Denis Hoa, Gérard Subsol, William Puech -- Invited Talk -- VISCERAL: Towards Large Data in Medical Imaging -- Challenges and Directions / Georg Langs, Allan Hanbury, Bjoern Menze, Henning Müller -- Visual Features -- Customised Frequency Pre-filtering in a Local Binary Pattern-Based Classification of Gastrointestinal Images / Sebastian Hegenbart, Stefan Maimone, Andreas Uhl, Andreas Vécsei, Georg Wimmer -- Bag-of-Colors for Biomedical Document Image Classification / Alba García Seco de Herrera, Dimitrios Markonis, Henning Müller -- Multimodal Retrieval -- An SVD-Bypass Latent Semantic Analysis for Image Retrieval / Spyridon Stathopoulos, Theodore Kalamboukis -- Multimedia Retrieval in a Medical Image Collection: Results Using Modality Classes / Angel Castellanos, Xaro Benavent, Ana García-Serrano, J. Cigarrán.

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.

Includes author index.

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