VISCERAL: towards large data in medical imaging—challenges and directions

G Langs, A Hanbury, B Menze, H Müller - MICCAI international workshop …, 2012 - Springer
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 …

Overview of the ShARe/CLEF eHealth evaluation lab 2013

H Suominen, S Salanterä, S Velupillai… - … , and Visualization: 4th …, 2013 - Springer
Discharge summaries and other free-text reports in healthcare transfer information between
working shifts and geographic locations. Patients are likely to have difficulties in …

[PDF][PDF] Overview of the ImageCLEF 2013 medical tasks.

AGS De Herrera, J Kalpathy-Cramer… - CLEF (Working …, 2013 - Citeseer
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 …

Biomedical text mining: a survey of recent progress

MS Simpson, D Demner-Fushman - Mining text data, 2012 - Springer
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 …

[PDF][PDF] Overview of the ImageCLEF 2012 medical image retrieval and classiFIcation tasks.

H Müller, AGS de Herrera… - CLEF (online working …, 2012 - researchgate.net
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 …

Share/clef ehealth evaluation lab 2014, task 3: User-centred health information retrieval

L Goeuriot, L Kelly, W Li, J Palotti, P Pecina… - Proceedings of CLEF …, 2014 - hal.science
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 …

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

A Foncubierta Rodríguez, H Müller - Proceedings of the ACM multimedia …, 2012 - dl.acm.org
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 …

Retrieval of high-dimensional visual data: current state, trends and challenges ahead

A Foncubierta-Rodríguez, H Müller… - Multimedia tools and …, 2014 - Springer
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 …

ShARe/CLEF eHealth Evaluation Lab 2013, Task 3: Information retrieval to address patients' questions when reading clinical reports

L Goeuriot, GJF Jones, L Kelly, J Leveling… - CLEF 2013 online …, 2013 - doras.dcu.ie
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 …

Using MapReduce for large-scale medical image analysis

D Markonis, R Schaer, I Eggel, H Müller… - 2012 IEEE Second …, 2012 - ieeexplore.ieee.org
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 …