Home   >   CSC-OpenAccess Library   >    Manuscript Information
Real Time Web-based Data Monitoring and Manipulation System to Improve Translational Research Quality
Matthew Nwokejizie Anyanwu, Venkateswara Ra Nagisetty, Emin Kuscu, Teeradache Viangteeravat
Pages - 194 - 200     |    Revised - 31-01-2011     |    Published - 08-02-2011
Volume - 4   Issue - 6    |    Publication Date - February  Table of Contents
MORE INFORMATION
KEYWORDS
Data monitorinh, Health Management, Clinical Trial,, Data Manipulation,, Basic Research
ABSTRACT
The use of the internet technology and web browser capabilities of the internet has provided researchers/scientists with many advantages, which includes but not limited to ease of access, platform independence of computer systems, relatively low cost of web access etc. Hence online collaboration like social networks and information/data exchange among individuals and organizations can now be done seamlessly. In practice, many investigators rely heavily on different data modalities for studying and analyzing their research/study and also for producing quality reports. The lack of coherency and inconsistencies in data sets can dramatically reduce the quality of research data. Thus to prevent loss of data quality and value and provide the needed functionality of data, we have proposed a novel approach as an ad-hoc component for data monitoring and manipulation called RTWebDMM (Real Time Web-based Data Monitoring and Manipulation) system to improve the quality of translational research data. The RTWebDMM is proposed as an auditor, monitor, and explorer for improving the way in which investigators access and interact with the data sets in real time using a web browser. The performance of the proposed approach was evaluated with different data sets from various studies. It is demonstrated that the approach yields very promising results for data quality improvement while leveraging on a web-enabled environment.
CITED BY (1)  
1 Duldulao, M. A. T. (2014). NIH-TRB Research Monitoring and Tracking Information System (ReMTIS 2.0) (Doctoral dissertation, UNIVERSITY OF THE PHILIPPINES MANILA).
1 Google Scholar 
2 Academic Journals Database 
3 CiteSeerX 
4 refSeek 
5 iSEEK 
6 Socol@r  
7 ResearchGATE 
8 Libsearch 
9 Bielefeld Academic Search Engine (BASE) 
10 Scribd 
11 WorldCat 
12 SlideShare 
13 PDFCAST 
14 PdfSR 
Centers for Disease Control and Prevention. "International Classification of Diseases,Ninth Revision (ICD-9)”. http://www.cdc.gov/nchs/icd/icd10.htm. Retrieved: January, 2011.
American Medical Association. "CPT” http://www.ama-assn.org/ama/pub/physician-resources/solutions-managing-your-practice/coding-billing-insurance/cpt/about-cpt.shtml . Retrieved: January, 2011.
C. Gao, W. Fan, F. Geerts, X. Jia, and S. Ma. Improving data quality: Consistency and accuracy. In VLDB, 2007.
C. McDonald , S.M. Huff, J. Suico , & K.Mercer (eds). Logical Observation Identifiers Names and Codes (LOINCR) users’ guide. Indianapolis: Regenstrief Institute; 2004.
P. A. Harris, R. Taylor, R. Thielke, J. Payne, N. Gonzales, J. G. Conde. Research electronic data capture (REDCap)-A metadata-driven methodology and workflow process for providing translational research informatics support. Journal of Biomedical Informatics 42 (2009) 377-381.
V. Raman and J. M. Hellerstein. Potter’s wheel: An interactive data cleaning system. In VLDB, 2001.
A. S. Loebl, "An organizational and historical perspective of a decade of data validation R&D at the Oak Ridge reservation". Data quality control theory and pragmatics Pages: 1 - 6, 1991.
C. C. Shilakes and J. Tylman. Enterprise information portals. Technical report, Merrill Lynch, Inc., New York, NY, Nov. 1998.
Centers for Disease Control and Prevention ."International Classification of Diseases,Ninth Revision (ICD-9)”. http://www.cdc.gov/nchs/icd/icd9.htm. Retrieved: January, 2011.
D. J Power, "A Brief History of Spreadsheets", DSSResources.COM, World Wide Web,http://dssresources.com/history/sshistory.html, version 3.6, 08/30/2004. Photo. Retrieved: September 24, 2010.
H. Galhardas, D. Florescu, D. Shasha, E. Simon, and C.-A. Saita. Declarative data cleaning: Language, model and algorithms. In VLDB, 2001.
J. Rothenberg. “A Discussion of Data Quality for Verification, Validation, and Certification (VV&C) of Data to be used in Modeling”. Rand Project Memorandum PM709-DMSO. 1977. P. Tan, M. Steinbach, and V. Kumar. “Introduction to Data Mining”. Addison Wesley, New York, 2006.
Press release, Garter, Inc.. Quoting Bill Hostmann, Research Director, presented at Gartner Business Intelligence Summit in London, UK., February 3, 2005.
S. N. Murphy, G. Weber, M. Mendis, V. Gainer, H. Chueh, C.,Churchill, S., et al. Serving the enterprise and beyondwith informatics for integrating biology and the bedside (i2b2).Journal of the American Medical Information Association, 17,124–130. PMID: 20190053. 2010.
T. Viangteeravat, I. M. Brooks, E.Smith, N. Furlotte, S. Vuthipadadon, R. Reynolds, & C.S. McDonald. “Slim-Prim: A biomedical informatics database to promote translational research”. Perspectives in Health Information Management, 2009.
T. Viangteeravat, I. M. Brooks, W.J. Ketcherside, R. Houmayouni, N. Furlotte, S. Vuthipadadon, & C.S. McDonald. Clinical & Translational Science Biomedical Informatics Unit (BMIU): Slim-Prim system bridges the gap between laboratory discovery and practice, 2009.
United States National Library of Medicine. "SNOMED Clinical Terms” http://www.nlm.nih.gov/research/umls/Snomed/snomed_main.html. Retrieved: January, 2011.
W. Fan, F. Geerts, X. Jia, and A. Kementsietsidis. Conditional functional dependencies for data cleaning. TODS, 33(1), 2008.
Y, Akiyama, and K. S. K. Propheter, “Methods of Data Quality Control: For Uniform Crime Reporting Programs”. Criminal Justice Information Services Division Federal Bureau of Investigation. April 2005.
Dr. Matthew Nwokejizie Anyanwu
- United States of America
manyanwu@memphis.edu
Mr. Venkateswara Ra Nagisetty
- United States of America
Dr. Emin Kuscu
- United States of America
Dr. Teeradache Viangteeravat
University of Tennessee Health Science Center - United States of America


CREATE AUTHOR ACCOUNT
 
LAUNCH YOUR SPECIAL ISSUE
View all special issues >>
 
PUBLICATION VIDEOS