[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/2836034.2836037acmotherconferencesArticle/Chapter ViewAbstractPublication PagesvahcConference Proceedingsconference-collections
research-article

Visual analytics for the interpretation of fluency tests during Alzheimer evaluation

Published: 25 October 2015 Publication History

Abstract

A possible way to evaluate the progress of Alzheimer disease is to conduct the Isaac set test [13, 14]. In this activity, patients are asked to cite the largest possible number of city names within a minute. Since the city names are handwritten very quickly by a medical practitioner some cities are abbreviated or poorly written. In order to analyze such data, medical practitioners need to digitize the notes first and clean the dataset. Because these tasks are intricate and error prone we propose a novel set of tools, involving interactive visualization techniques, to help medical practitioners in the digitization and data-cleaning process. This system will be tested as part of an ongoing longitudinal study involving 9500 patients.

References

[1]
Alperovitch, A., Amouyel, P., Dartigues, J., et al. Epidemiological studies on aging in France: from the PAQUID study to the Three-City study. Comptes rendus biologies 325, 6 (2002), 665--672.
[2]
Auriacombe, S., Helmer, C., Amieva, H., Berr, C., Dubois, B., and Dartigues, J.-F. Validity of the Free and Cued Selective Reminding Test in predicting dementia The 3C Study. Neurology 74, 22 (2010), 1760--1767.
[3]
Barateiro, J. and Galhardas, H. A Survey of Data Quality Tools. Datenbank-Spektrum 14, 15--21 (2005), 48.
[4]
Bensalem, I. and Kholladi, M. K. Toponym disambiguation by arborescent relationships. Journal of Computer Science 6, 6 (2010), 653.
[5]
Bertin, J. Graphics and graphic information processing. Walter de Gruyter, 1981.
[6]
Bose, R., Mans, R. S., and van der Aalst, W. M. Wanna improve process mining results? IEEE (2013), 127--134.
[7]
Buscaldi, D. and Rosso, P. A conceptual density-based approach for the disambiguation of toponyms. International Journal of Geographical Information Science 22, 3 (2008), 301--313.
[8]
Catheline, G., Amieva, H., Dillharreguy, B., et al. P2a-2 Variabilité interindividuelle des performances cognitives mnésiques et leurs corrélats neuroanatomiques au cours du vieillissement: Etude sur une cohorte en population (3C). Revue Neurologique 165, 10 (2009), 65--66.
[9]
Damerau, F. J. A technique for computer detection and correction of spelling errors. Communications of the ACM 7, 3 (1964), 171--176.
[10]
Galhardas, H., Florescu, D., Shasha, D., and Simon, E. AJAX: an extensible data cleaning tool. ACM (2000), 590.
[11]
Gschwandtner, T., Aigner, W., Miksch, S., et al. TimeCleanser: A visual analytics approach for data cleansing of time-oriented data. ACM (2014), 18.
[12]
Holten, D., Isenberg, P., Van Wijk, J. J., and Fekete, J.-D. An extended evaluation of the readability of tapered, animated, and textured directed-edge representations in node-link graphs. IEEE (2011), 195--202.
[13]
Isaacs, B. and Akhtar, A. J. The set test: a rapid test of mental function in old people. Age and ageing 1, 4 (1972), 222--226.
[14]
Isaacs, B. and Kennie, A. T. The Set test as an aid to the detection of dementia in old people. The British Journal of Psychiatry 123, 575 (1973), 467--470.
[15]
Kim, W., Choi, B.-J., Hong, E.-K., Kim, S.-K., and Lee, D. A taxonomy of dirty data. Data mining and knowledge discovery 7, 1 (2003), 81--99.
[16]
Levenshtein, V. I. Binary codes capable of correcting deletions, insertions, and reversals. (1966), 707--710.
[17]
Li, Q. and North, C. Empirical comparison of dynamic query sliders and brushing histograms. IEEE (2003), 147--153.
[18]
Meilinger, T. The Network of Reference Frames Theory: A Synthesis of Graphs and Cognitive Maps. In C. Freksa, N. S. Newcombe, P. Gärdenfors and S. Wölfl, eds., Spatial Cognition VI. Learning, Reasoning, and Talking about Space. Springer Berlin Heidelberg, Berlin, Heidelberg, 2008, 344--360.
[19]
Menasri, F., Louradour, J., Bianne-Bernard, A.-L., and Kermorvant, C. The A2iA French handwriting recognition system at the Rimes-ICDAR2011 competition. International Society for Optics and Photonics (2012), 82970Y--82970Y.
[20]
Miller, G. A. WordNet: a lexical database for English. Communications of the ACM 38, 11 (1995), 39--41.
[21]
Müller, H. and Freytag, J.-C. Problems, methods, and challenges in comprehensive data cleansing. Professoren des Inst. Für Informatik, 2005.
[22]
O'keefe, J. and Nadel, L. The hippocampus as a cognitive map. Clarendon Press Oxford, 1978.
[23]
Oliveira, P., Rodrigues, F., and Henriques, P. R. A Formal Definition of Data Quality Problems. (2005).
[24]
Philips, L. Hanging on the metaphone. Computer Language 7, 12 (December) (1990).
[25]
Philips, L. The double metaphone search algorithm. C/C++ users journal 18, 6 (2000), 38--43.
[26]
Rahm, E. and Do, H. H. Data cleaning: Problems and current approaches. IEEE Data Eng. Bull. 23, 4 (2000), 3--13.
[27]
Schuler, D. and Namioka, A. Participatory design: Principles and practices. CRC Press, 1993.
[28]
Tolman, E. C. Cognitive maps in rats and men. Psychological Review 55, 4 (1948), 189--208.
[29]
GeoNames world cities over 15000 citizens database. GeoNames. http://download.geonames.org/export/dump/cities15000.zip.
[30]
GeoNames French cities database. GeoNames. http://download.geonames.org/export/dump/FR.zip.
[31]
5 Class color scheme from red to green. ColorBrewer. http://colorbrewer2.org/?type=diverging&scheme=RdYlGn&n=5.

Cited By

View all
  • (2020)Effectiveness of gamification for the rehabilitation of neurodegenerative disordersChaos, Solitons & Fractals10.1016/j.chaos.2020.110192140(110192)Online publication date: Nov-2020
  • (2019)Dementia Patient Segmentation Using EMR Data Visualization: A Design StudyInternational Journal of Environmental Research and Public Health10.3390/ijerph1618343816:18(3438)Online publication date: 16-Sep-2019
  • (2017)Visual analytics for biomedical cluster subdivisionProceedings of the Computer Graphics International Conference10.1145/3095140.3095157(1-6)Online publication date: 27-Jun-2017
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Other conferences
VAHC '15: Proceedings of the 2015 Workshop on Visual Analytics in Healthcare
October 2015
50 pages
ISBN:9781450336710
DOI:10.1145/2836034
© 2015 Association for Computing Machinery. ACM acknowledges that this contribution was authored or co-authored by an employee, contractor or affiliate of a national government. As such, the Government retains a nonexclusive, royalty-free right to publish or reproduce this article, or to allow others to do so, for Government purposes only.

Sponsors

  • IBMR: IBM Research

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 25 October 2015

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. 3C dataset
  2. Alzheimer disease
  3. data cleaning
  4. electronic health records
  5. information visualization

Qualifiers

  • Research-article

Conference

VAHC '15
Sponsor:
  • IBMR

Acceptance Rates

VAHC '15 Paper Acceptance Rate 6 of 9 submissions, 67%;
Overall Acceptance Rate 6 of 9 submissions, 67%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)1
  • Downloads (Last 6 weeks)0
Reflects downloads up to 05 Mar 2025

Other Metrics

Citations

Cited By

View all
  • (2020)Effectiveness of gamification for the rehabilitation of neurodegenerative disordersChaos, Solitons & Fractals10.1016/j.chaos.2020.110192140(110192)Online publication date: Nov-2020
  • (2019)Dementia Patient Segmentation Using EMR Data Visualization: A Design StudyInternational Journal of Environmental Research and Public Health10.3390/ijerph1618343816:18(3438)Online publication date: 16-Sep-2019
  • (2017)Visual analytics for biomedical cluster subdivisionProceedings of the Computer Graphics International Conference10.1145/3095140.3095157(1-6)Online publication date: 27-Jun-2017
  • (2017)Visual Analytics of Electronic Health Records with a Focus on TimeNew Perspectives in Medical Records10.1007/978-3-319-28661-7_5(65-77)Online publication date: 19-Mar-2017
  • (undefined)A Survey on Contribution of Visual Analytics in Health Care DomainSSRN Electronic Journal10.2139/ssrn.3165309

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Figures

Tables

Media

Share

Share

Share this Publication link

Share on social media