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Ranking studies for systematic reviews using query adaptation : University of Sheffield's approach to CLEF eHealth 2019 task 2 working notes for CLEF 2019
Alharbi, A.; Stevenson, M.. - : CEUR Workshop Proceedings, 2019
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2
Improving ranking for systematic reviews using query adaptation
Alharbi, A.; Stevenson, R.. - : Springer, 2019
Abstract: Identifying relevant studies for inclusion in systematic reviews requires significant effort from human experts who manually screen large numbers of studies. The problem is made more difficult by the growing volume of medical literature and Information Retrieval techniques have proved to be useful to reduce workload. Reviewers are often interested in particular types of evidence such as Diagnostic Test Accuracy studies. This paper explores the use of query adaption to identify particular types of evidence and thereby reduce the workload placed on reviewers. A simple retrieval system that ranks studies using TF.IDF weighted cosine similarity was implemented. The Log-Likelihood, ChiSquared and Odds-Ratio lexical statistics and relevance feedback were used to generate sets of terms that indicate evidence relevant to Diagnostic Test Accuracy reviews. Experiments using a set of 80 systematic reviews from the CLEF2017 and CLEF2018 eHealth tasks demonstrate that the approach improves retrieval performance.
URL: http://eprints.whiterose.ac.uk/150008/
http://eprints.whiterose.ac.uk/150008/1/CLEF2019_Paper__Improving_Ranking_for_Systematic_Reviews_Using_Query_Adaptation.pdf
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3
Result diversification in social image retrieval: a benchmarking framework
In: ISSN: 1380-7501 ; EISSN: 1573-7721 ; Multimedia Tools and Applications ; https://hal.archives-ouvertes.fr/hal-01845528 ; Multimedia Tools and Applications, Springer Verlag, 2016, 75 (2), pp.1301-1331. ⟨10.1007/s11042-014-2369-4⟩ (2016)
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4
General Overview of ImageCLEF at the CLEF 2016 Labs
Villegas, M.; Müller, H.; García Seco de Herrera, A.. - : Springer International Publishing, 2016
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5
Unifying Amplitude and Phase Analysis: A Compositional Data Approach to Functional Multivariate Mixed-Effects Modeling of Mandarin Chinese
Hadjipantelis, P. Z.; Aston, J. A. D.; Müller, H. G.. - : Taylor & Francis, 2015
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6
Retrieving Diverse Social Images at MediaEval 2014: Challenge, dataset and evaluation
In: Multimedia Benchmark Workshop, MediaEval 2014 ; https://hal-cea.archives-ouvertes.fr/cea-01844453 ; Multimedia Benchmark Workshop, MediaEval 2014, Oct 2014, Barcelona, Spain ; http://ceur-ws.org/Vol-1263/ (2014)
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7
Time for a Change: A Note on Hearing Loss Terminology
In: ETSU Faculty Works (2014)
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8
Retrieving diverse social images at MediaEval 2013: Objectives, dataset and evaluation
In: 2013 Multimedia Benchmark Workshop, MediaEval 2013 ; https://hal-cea.archives-ouvertes.fr/cea-01844699 ; 2013 Multimedia Benchmark Workshop, MediaEval 2013, Oct 2013, Barcelona, Spain ; http://ceur-ws.org/Vol-1043/ (2013)
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9
Fitting Frequency Lowering Technology in Hearing Aids - a Hands-on Workshop
In: ETSU Faculty Works (2012)
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10
Fitting Hearing Aids: A Comparison of Three Pre-fitting Speech Tests
In: ETSU Faculty Works (2010)
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11
Overview of iCLEF 2009: Exploring Search Behaviour in a Multilingual Folksonomy Environment.
Gonzalo, J.; Peinado, V.; Clough, P.. - : Springer Berlin Heidelberg, 2009
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12
Overview of the ImageCLEFphoto 2007 Photographic Retrieval Task.
Grubinger, M.; Clough, P.; Hanbury, A.. - : Springer Berlin Heidelberg, 2008
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13
GeoCLEF 2007: the CLEF 2007 cross-language geographic information retrieval track overview
Mandl, T.; Gey, F.; Di Nunzio, G.. - : Springer, 2008
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14
Salutogenesis in general practice. How to use the potential of doctor-patient-communication to promote health
In: 2nd Conference on Making Sense of: Health, Illness and Disease (2007)
IDS Bibliografie zur Gesprächsforschung
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15
Selective Visual Dimension Weighting Deficit after Left Lateral Frontopolar Lesions
In: Journal of cognitive neuroscience. - Cambridge, Mass. : MIT Press Journals 19 (2007) 3, 365
OLC Linguistik
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16
Disambiguation and unknown term translation in cross language information retrieval
Truran, M.; Brailsford, T.; Zhou, D.. - : Springer, Lecture Notes in Computer Science, 2007
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17
Overview of the ImageCLEF 2006 Photographic Retrieval and Object Annotation Tasks.
Clough, P.; Grubinger, M.; Deselaers, T.. - : Springer Berlin Heidelberg, 2006
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18
Overview of the ImageCLEFmed 2006 Medical Retrieval and Medical Annotation Tasks.
Müller, H.; Deselaers, T.; Deserno, T.M.. - : Springer Berlin Heidelberg, 2006
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19
The CLEF 2005 Cross-Language Image Retrieval Track.
Clough, P.; Müller, H.; Deselaers, T.. - : Springer Berlin Heidelberg, 2006
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20
Dissociating neural correlates for nouns and verbs
In: NeuroImage, vol. 24(2005), p. 1058-1067 (2005)
MPI für Psycholinguistik
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