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Overview of the CLEF 2009 Medical Image Retrieval Track [chapter]

Henning Müller, Jayashree Kalpathy–Cramer, Ivan Eggel, Steven Bedrick, Saïd Radhouani, Brian Bakke, Charles E. Kahn, William Hersh
2010 Lecture Notes in Computer Science  
Medical image retrieval, image retrieval, multimodal retrieval 1 http://www.imageclef.org/ 2 http://www.clef-campaign.org/  ...  2009 was the sixth year for the ImageCLEF medical retrieval task.  ...  We would like to thank the RSNA for supplying the images of their journals Radiology and Radiographics for the ImageCLEF campaign.  ... 
doi:10.1007/978-3-642-15751-6_8 fatcat:abrmk3557nbbdhams4trskydl4

An Overview of Evaluation Campaigns in Multimedia Retrieval [chapter]

Suzanne Little, Ainhoa Llorente, Stefan Rüger
2010 ImageCLEF  
for starting ImageCLEF and then a summary of the tracks run over the seven years (data, tasks and participants).  ...  This chapter sets the scene for the book by describing the purpose of system and user-centred evaluation, the purpose of test collections, the role of evaluation campaigns such as TREC and CLEF, our motivations  ...  Finally a huge thank you goes to Carol Peters, the co-ordinator of CLEF, who supported ImageCLEF from the very beginning and through seven years of activities.  ... 
doi:10.1007/978-3-642-15181-1_27 fatcat:nnglqvlfw5a6fceju5vrwyswim

Networks and Shared Tasks in Clinical Text Mining [chapter]

Hercules Dalianis
2018 Clinical Text Mining  
-The CDS track deals with retrieval of relevant documents for clinical decision making and support it is also called the Precision Medicine track. • The ShARe/CLEF eHealth 4 tasks, which consist of: -Normalisation  ...  and Informatics and many more. 1 Overview of the CoNLL-2010 Shared Task, http://rgai.inf.u-szeged.hu/index.php?  ... 
doi:10.1007/978-3-319-78503-5_11 fatcat:bob7cb2zxvgffg6rqqj7gvbjee

Seven Years of Image Retrieval Evaluation [chapter]

Paul Clough, Henning Müller, Mark Sanderson
2010 ImageCLEF  
for starting ImageCLEF and then a summary of the tracks run over the seven years (data, tasks and participants).  ...  This chapter sets the scene for the book by describing the purpose of system and user-centred evaluation, the purpose of test collections, the role of evaluation campaigns such as TREC and CLEF, our motivations  ...  Finally a huge thank you goes to Carol Peters, the co-ordinator of CLEF, who supported ImageCLEF from the very beginning and through seven years of activities.  ... 
doi:10.1007/978-3-642-15181-1_1 fatcat:yuvmyscbufg5lclr36z4pughm4

CLEF 2010 conference on multilingual and multimodal information access evaluation

Maristella Agosti, Martin Braschler, Khalid Choukri, Nicola Ferro, Donna Harman, Carol Peters, Emanuele Pianta, Maarten de Rijke, Alan Smeaton
2011 SIGIR Forum  
Since 2000, Cross-Language Evaluation Forum (CLEF) has played a leading role in stimulating research into a wide range of key areas in the information retrieval domain, including cross-language question  ...  answering, image and video search, and interactive retrieval.  ...  There were four tasks in 2010: Medical Retrieval of images from articles published in Radiology and Radiographics, Photo Annotation of a MIR Flickr database of consumer photos with multiple annotations  ... 
doi:10.1145/1924475.1924477 fatcat:qx42pcur3venfa2vpzmef4m5u4

CLEF 2012

Tiziana Catarci, Nicola Ferro, Pamela Forner, Djoerd Hiemstra, Jussi Karlgren, Anselmo Peñas, Giuseppe Santucci, Christa Womser-Hacker
2012 SIGIR Forum  
Acknowledgments The success of CLEF 2012 would not have been possible without the invaluable contributions of all the members of the Program Committee, Organizing Committee, students and volunteers that  ...  , Sapienza "University of Rome"  ...  ImageCLEF Cross Language Image Retrieval Track evaluates the cross-language annotation and retrieval of images by focusing on the combination of textual and visual evidence.  ... 
doi:10.1145/2422256.2422261 fatcat:yv3w4ozkg5fsbf5hkd6bayuj64

CLEF 2011

Paul Clough, Nicola Ferro, Pamela Forner, Julio Gonzalo, Bouke Huurnink, Jaana Kekäälåinen, Mounia Lalmas, Vivien Petras, Maarten de Rijke
2012 SIGIR Forum  
CLEF 2011 was sponsored by: the Center for Creation, Content and Technology (CCCT), the City of Amsterdam, the ELIAS Research Network Programme, Microsoft Research, the Netherlands Institute for Sound  ...  and Vision, the Netherlands Organization for Scientific Research (NWO), the PROMISE Network of Excellence, the University of Amsterdam, and the Xerox Research Centre Europe.  ...  Cross-Language Image Retrieval (ImageCLEF): This was the 9th year of running this track in CLEF.  ... 
doi:10.1145/2093346.2093349 fatcat:3g7glfufgrhzdpaxk7ckskqxly

The Scholarly Impact of CLEF (2000–2009) [chapter]

Theodora Tsikrika, Birger Larsen, Henning Müller, Stefan Endrullis, Erhard Rahm
2013 Lecture Notes in Computer Science  
This paper assesses the scholarly impact of the CLEF evaluation campaign by performing a bibliometric analysis of the citations of the CLEF 2000-2009 proceedings publications collected through Scopus and  ...  Retrieval Evaluation (http://www.isical.ac.in/ ~clia/) 6 TREC Video Retrieval Evaluation (http://trecvid.nist.gov/) 7 CLEF Image Retrieval Evaluation (http://www.imageclef.org/)  ...  This work was partially supported by the ELIAS ESF Research Networking Programme, and by the Promise (258191) and Khresmoi (257528) FP7 projects.  ... 
doi:10.1007/978-3-642-40802-1_1 fatcat:533ffulnnbcedphg33kgobcney

CLEF 15th Birthday

Nicola Ferro
2014 SIGIR Forum  
This paper provides a summary of the motivations which led to the establishment of CLEF, and a description of how it has evolved over the years, the major achievements, and what we see as the next challenges  ...  2014 marks the 15 th birthday for CLEF, an evaluation campaign activity which has applied the Cranfield evaluation paradigm to the testing of multilingual and multimodal information access systems in Europe  ...  Acknowledgements CLEF would not be possible without all the effort, enthusiasm, and passion of its community: lab organizers, lab participants, and attendees are the core and the real success of CLEF.  ... 
doi:10.1145/2701583.2701587 fatcat:exd4r3qlznhqhm77efsyof5gee

CLEF 2014

Linda Cappellato, Mark Sanderson, Elaine Toms, Robert Villa, Paul Clough, Nicola Ferro, Mark Hall, Martin Halvey, Allan Hanbury, Evangelos Kanoulas, Wessel Kraaij, Mihai Lupu
2014 SIGIR Forum  
Acknowledgments The success of CLEF 2014 would not have been possible without the contributions of the members of the Programme Committee, the Organizing Committee, Lab Organizers, students volunteers  ...  We would also like to acknowledge the support provided by Microsoft Research and the University of Sheffield.  ...  QA Track -CLEF Question Answering Track In the current general scenario for the CLEF QA Track, the starting point is always a Natural Language question.  ... 
doi:10.1145/2701583.2701589 fatcat:oellkoy6zfehfg7hgyaumipvzy

Evaluating performance of biomedical image retrieval systems—An overview of the medical image retrieval task at ImageCLEF 2004–2013

Jayashree Kalpathy-Cramer, Alba García Seco de Herrera, Dina Demner-Fushman, Sameer Antani, Steven Bedrick, Henning Müller
2015 Computerized Medical Imaging and Graphics  
Medical(image(retrieval(and(classification(have(been(extremely(active(research(topics(over( the( past( 15( years.( With( the( ImageCLEF( benchmark( in( medical( image( retrieval( and( classification( a  ...  (The(goals(of(CLEF(are(to(build(realistic( test( collections( that( simulate( real( world( retrieval( tasks,( enable( researchers( to( assess( the( performance( of( their( systems,( and( compare( their  ...  (techniques.( ( Figure*3*Total*runs*submitted*for*the*medical*task* ( Overview*of*participant*methods( Textual!  ... 
doi:10.1016/j.compmedimag.2014.03.004 pmid:24746250 pmcid:PMC4177510 fatcat:xuck5guwojexviqczz4keargjm

Analysis of biomedical and health queries: Lessons learned from TREC and CLEF evaluation benchmarks

Lynda Tamine, Cécile Chouquet, Thomas Palmer
2015 Journal of the Association for Information Science and Technology  
In this paper, we explore the peculiarities of TREC and CLEF medically oriented tasks and queries through the ⋆ Text REtrieval Conference . 2 analysis of the differences and the similarities between queries  ...  One of the core issues in medical information retrieval is diversity of tasks that lead to diversity of categories of information needs and queries.  ...  Medical image-CLEF task : In 2004, CLEF organizers launched the Medical image-CLEF task (Muller et al., 2008) which focuses on the use of multimodal information (text and image) in the medical domain  ... 
doi:10.1002/asi.23351 fatcat:odvg52zbnrhili7ikkopf3rbaa

Overview of the CLEF 2009 Medical Image Annotation Track [chapter]

Tatiana Tommasi, Barbara Caputo, Petra Welter, Mark Oliver Güld, Thomas M. Deserno
2010 Lecture Notes in Computer Science  
This paper describe the last round of the medical image annotation task in ImageCLEF 2009. After four years, we defined the task as a survey of all the past experience.  ...  The aim is to understand how each strategy answers to the increasing number of classes and to the unbalancing.  ...  Acknowledgements We would like to thank the CLEF campaign for supporting the ImageCLEF initiative.  ... 
doi:10.1007/978-3-642-15751-6_9 fatcat:iewz5mraxbdahmgaropmenr2hi

State-of-the-art in biomedical literature retrieval for clinical cases: a survey of the TREC 2014 CDS track

Kirk Roberts, Matthew Simpson, Dina Demner-Fushman, Ellen Voorhees, William Hersh
2015 Information retrieval (Boston)  
In this article, we provide an overview of the task, a survey of the information retrieval methods employed by the participants, an analysis of the results, and a discussion on the future directions for  ...  To this end, the TREC 2014 Clinical Decision Support Track evaluated a system's ability to retrieve relevant articles in one of three categories (Diagnosis, Treatment, Test) using an idealized form of  ...  Acknowledgments Kirk Roberts, Matthew Simpson, and Dina Demner-Fushman were supported by the intramural research program at the U.S. National Library of Medicine, National Institutes of Health.  ... 
doi:10.1007/s10791-015-9259-x fatcat:vshyzquam5gxdb2zntfrfishl4

Combining Textual and Visual Information for Image Retrieval in the Medical Domain

Yiannis Gkoufas
2011 Open Medical Informatics Journal  
Exploitation on the use of linear combinations for image retrieval has been attempted by combining visual and textual sources of images.  ...  In particular, the mean average precision (MAP) has increased from 0.01 to 0.15 and 0.087 for 2009 and 2010 data, respectively, when content-based image retrieval (CBIR) is performed on the top 1000 results  ...  Following the CLEF practice four metrics are used to evaluate the fused retrieval results, including the MAP, the precision at the top of k retrieved images k = 5,10, 30 and the number of retrieved and  ... 
doi:10.2174/1874431101105010050 pmid:22163261 pmcid:PMC3178904 fatcat:uszffjypmbh47kuph6wigcr32a
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