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VISCERAL: towards large data in medical imaging—challenges and directions
The increasing amount of medical imaging data acquired in clinical practice holds a
tremendous body of diagnostically relevant information. Only a small portion of these data …
tremendous body of diagnostically relevant information. Only a small portion of these data …
Overview of the ShARe/CLEF eHealth evaluation lab 2013
Discharge summaries and other free-text reports in healthcare transfer information between
working shifts and geographic locations. Patients are likely to have difficulties in …
working shifts and geographic locations. Patients are likely to have difficulties in …
[PDF][PDF] Overview of the ImageCLEF 2013 medical tasks.
In 2013, the tenth edition of the medical task of the Image-CLEF benchmark was organized.
For the first time, the ImageCLEFmed workshop takes place in the United States of America …
For the first time, the ImageCLEFmed workshop takes place in the United States of America …
Biomedical text mining: a survey of recent progress
The biomedical community makes extensive use of text mining technology. In the past
several years, enormous progress has been made in develo** tools and methods, and the …
several years, enormous progress has been made in develo** tools and methods, and the …
[PDF][PDF] Overview of the ImageCLEF 2012 medical image retrieval and classiFIcation tasks.
The ninth edition of the ImageCLEF medical image retrieval and classification tasks was
organized in 2012. A subset of the open access collection of PubMed Central was used as …
organized in 2012. A subset of the open access collection of PubMed Central was used as …
Share/clef ehealth evaluation lab 2014, task 3: User-centred health information retrieval
This paper presents the results of task 3 of the ShARe/CLEF eHealth Evaluation Lab 2014.
This evaluation lab focuses on improving access to medical information on the web. The …
This evaluation lab focuses on improving access to medical information on the web. The …
Ground truth generation in medical imaging: a crowdsourcing-based iterative approach
As in many other scientific domains where computer--based tools need to be evaluated, also
medical imaging often requires the expensive generation of manual ground truth. For some …
medical imaging often requires the expensive generation of manual ground truth. For some …
Retrieval of high-dimensional visual data: current state, trends and challenges ahead
Abstract Information retrieval algorithms have changed the way we manage and use various
data sources, such as images, music or multimedia collections. First, free text information of …
data sources, such as images, music or multimedia collections. First, free text information of …
ShARe/CLEF eHealth Evaluation Lab 2013, Task 3: Information retrieval to address patients' questions when reading clinical reports
This paper presents the results of task 3 of the ShARe/CLEF eHealth Evaluation Lab 2013.
This evaluation lab focuses on improving access to medical information on the web. The …
This evaluation lab focuses on improving access to medical information on the web. The …
Using MapReduce for large-scale medical image analysis
In this paper, MapReduce is used to speed up and make possible three large-scale medical
image processing use-cases:(i) parameter optimization for lung texture classification using …
image processing use-cases:(i) parameter optimization for lung texture classification using …