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14. MICCAI 2011: Toronto, Canada - MCBR-CDS
- Henning Müller
, Hayit Greenspan, Tanveer Fathima Syeda-Mahmood:
Medical Content-Based Retrieval for Clinical Decision Support - Second MICCAI International Workshop, MCBR-CDS 2011, Toronto, ON, Canada, September 22, 2011, Revised Selected Papers. Lecture Notes in Computer Science 7075, Springer 2012, ISBN 978-3-642-28459-5
Workshop Overview
- Adrien Depeursinge
, Hayit Greenspan, Tanveer Fathima Syeda-Mahmood, Henning Müller
:
Overview of the Second Workshop on Medical Content-Based Retrieval for Clinical Decision Support. 1-11
Invited Speech
- Barbara André, Tom Vercauteren
, Nicholas Ayache:
Content-Based Retrieval in Endomicroscopy: Toward an Efficient Smart Atlas for Clinical Diagnosis. 12-23
Medical Image Retrieval with Textual Approaches
- Md. Mahmudur Rahman, Sameer K. Antani
, Dina Demner-Fushman, George R. Thoma:
Biomedical Image Retrieval Using Multimodal Context and Concept Feature Spaces. 24-35 - Jacinto Mata
, Mariano Crespo, Manuel J. Maña López
:
Using MeSH to Expand Queries in Medical Image Retrieval. 36-46 - Olivier Pauly, Diana Mateus
, Nassir Navab:
Building Implicit Dictionaries Based on Extreme Random Clustering for Modality Recognition. 47-57
Visual Word Based Approaches
- Sebastian Haas, Rene Donner, Andreas Burner, Markus Holzer, Georg Langs
:
Superpixel-Based Interest Points for Effective Bags of Visual Words Medical Image Retrieval. 58-68 - Antonio Foncubierta-Rodríguez, Adrien Depeursinge
, Henning Müller
:
Using Multiscale Visual Words for Lung Texture Classification and Retrieval. 69-79
Applications
- Jorge A. Vanegas, Juan C. Caicedo, Fabio A. González
, Eduardo Romero:
Histology Image Indexing Using a Non-negative Semantic Embedding. 80-91 - María Jimena Costa, Alexey Tsymbal, Matthias Hammon
, Alexander Cavallaro, Michael Sühling, Sascha Seifert, Dorin Comaniciu
:
A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions. 92-104 - Asad Safi, Maximilian Baust, Olivier Pauly, Victor Castañeda, Tobias Lasser
, Diana Mateus
, Nassir Navab, Rüdiger Hein, Mahzad Ziai:
Computer-Aided Diagnosis of Pigmented Skin Dermoscopic Images. 105-115
Multidimensional Retrieval
- Andreas Burner, Rene Donner, Marius Mayerhoefer
, Markus Holzer, Franz Kainberger, Georg Langs
:
Texture Bags: Anomaly Retrieval in Medical Images Based on Local 3D-Texture Similarity. 116-127 - René Donner, Sebastian Haas, Andreas Burner, Markus Holzer, Horst Bischof
, Georg Langs
:
Evaluation of Fast 2D and 3D Medical Image Retrieval Approaches Based on Image Miniatures. 128-138 - Vikram Venkatraghavan
, Sohan Ranjan:
Semantic Analysis of 3D Anatomical Medical Images for Sub-image Retrieval. 139-151
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