Overview of the second workshop on medical content---based retrieval for clinical decision support

Authors:
Adrien Depeursinge;Hayit Greenspan;Tanveer Syeda;Henning Müller
Affiliations:
University of Applied Sciences Western Switzerland, Sierre, Switzerland;Tel Aviv University, Israel;IBM Almaden Research Lab;University of Applied Sciences Western Switzerland, Sierre, Switzerland
Venue:
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Year:
2011

Citing 24
Cited 1

Modern Information Retrieval

Modern Information Retrieval
Random Forests

Machine Learning
Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns

IEEE Transactions on Pattern Analysis and Machine Intelligence
Distinctive Image Features from Scale-Invariant Keypoints

International Journal of Computer Vision
Diffusion Distance for Histogram Comparison

CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
Speeded-Up Robust Features (SURF)

Computer Vision and Image Understanding
Fast Keypoint Recognition Using Random Ferns

IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiphase Soft Segmentation with Total Variation and H1 Regularization

Journal of Mathematical Imaging and Vision
Efficient texture representation using multi-scale regions

ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
ImageCLEF: Experimental Evaluation in Visual Information Retrieval

ImageCLEF: Experimental Evaluation in Visual Information Retrieval
Overview of the CLEF 2009 medical image annotation track

CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Overview of the first workshop on medical content–based retrieval for clinical decision support at MICCAI 2009

MCBR-CDS'09 Proceedings of the First MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Content-Based retrieval in endomicroscopy: toward an efficient smart atlas for clinical diagnosis

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Biomedical image retrieval using multimodal context and concept feature spaces

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Using MeSH to expand queries in medical image retrieval

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Building implicit dictionaries based on extreme random clustering for modality recognition

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Superpixel-Based interest points for effective bags of visual words medical image retrieval

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Using multiscale visual words for lung texture classification and retrieval

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Histology image indexing using a non-negative semantic embedding

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
A discriminative distance learning---based CBIR framework for characterization of indeterminate liver lesions

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Computer---Aided diagnosis of pigmented skin dermoscopic images

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Texture bags: anomaly retrieval in medical images based on local 3d-texture similarity

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Evaluation of fast 2d and 3d medical image retrieval approaches based on image miniatures

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Semantic analysis of 3d anatomical medical images for sub-image retrieval

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support

Ground truth generation in medical imaging: a crowdsourcing-based iterative approach

Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia

Quantified Score

Hi-index	0.00

Visualization

Abstract

The second workshop on Medical Content---Based Retrieval for Clinical Decision Support took place at the MICCAI conference in Toronto, Canada on September 22, 2011. The workshop brought together more than 40 registered researchers interested in the field of medical content---based retrieval. Eleven papers were accepted and presented at the workshop. Two invited speakers gave overviews on state---of---the---art academic research and industrial perspectives. The program was completed with a panel discussion on the role of content---based retrieval in clinical decision support. This overview introduces the main highlights and discussions in the workshop, summarizes the novelties and introduces the presented papers, which are provided in these proceedings.