Literature DB >> 24808811

Giving raw data a chance to talk: a demonstration of exploratory visual analytics with a pediatric research database using Microsoft Live Labs Pivot to promote cohort discovery, research, and quality assessment.

Teeradache Viangteeravat1, Naga Satya V Rao Nagisetty2.   

Abstract

Secondary use of large and open data sets provides researchers with an opportunity to address high-impact questions that would otherwise be prohibitively expensive and time consuming to study. Despite the availability of data, generating hypotheses from huge data sets is often challenging, and the lack of complex analysis of data might lead to weak hypotheses. To overcome these issues and to assist researchers in building hypotheses from raw data, we are working on a visual and analytical platform called PRD Pivot. PRD Pivot is a de-identified pediatric research database designed to make secondary use of rich data sources, such as the electronic health record (EHR). The development of visual analytics using Microsoft Live Labs Pivot makes the process of data elaboration, information gathering, knowledge generation, and complex information exploration transparent to tool users and provides researchers with the ability to sort and filter by various criteria, which can lead to strong, novel hypotheses.

Entities:  

Keywords:  biomedical informatics; clinical research; medical informatics; research data warehouse; translational research; visual analytics

Mesh:

Year:  2014        PMID: 24808811      PMCID: PMC3995483     

Source DB:  PubMed          Journal:  Perspect Health Inf Manag        ISSN: 1559-4122


  10 in total

1.  Java-based remote viewing and processing of nuclear medicine images: toward "the imaging department without walls".

Authors:  P J Slomka; E Elliott; A A Driedger
Journal:  J Nucl Med       Date:  2000-01       Impact factor: 10.057

2.  Integration of clinical and genetic data in the i2b2 architecture.

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Journal:  AMIA Annu Symp Proc       Date:  2006

3.  A national human neuroimaging collaboratory enabled by the Biomedical Informatics Research Network (BIRN).

Authors:  David B Keator; J S Grethe; D Marcus; B Ozyurt; S Gadde; Sean Murphy; S Pieper; D Greve; R Notestine; H J Bockholt; P Papadopoulos
Journal:  IEEE Trans Inf Technol Biomed       Date:  2008-03

4.  BrainMaps.org - Interactive High-Resolution Digital Brain Atlases and Virtual Microscopy.

Authors:  Shawn Mikula; James M Stone; Edward G Jones
Journal:  Brains Minds Media       Date:  2008

5.  A centralized research data repository enhances retrospective outcomes research capacity: a case report.

Authors:  Gregory William Hruby; James McKiernan; Suzanne Bakken; Chunhua Weng
Journal:  J Am Med Inform Assoc       Date:  2013-01-15       Impact factor: 4.497

6.  National Cancer Institute initiative: Lung image database resource for imaging research.

Authors:  L P Clarke; B Y Croft; E Staab; H Baker; D C Sullivan
Journal:  Acad Radiol       Date:  2001-05       Impact factor: 3.173

7.  Clinical redesign using all patient refined diagnosis related groups.

Authors:  Aileen B Sedman; Vinita Bahl; Ellen Bunting; Kenneth Bandy; Stephanie Jones; Samya Z Nasr; Kristine Schulz; Darrell A Campbell
Journal:  Pediatrics       Date:  2004-10       Impact factor: 7.124

8.  Web GIS in practice IX: a demonstration of geospatial visual analytics using Microsoft Live Labs Pivot technology and WHO mortality data.

Authors:  Maged N Kamel Boulos; Teeradache Viangteeravat; Matthew N Anyanwu; Venkateswara Ra Nagisetty; Emin Kuscu
Journal:  Int J Health Geogr       Date:  2011-03-16       Impact factor: 3.918

9.  Automated generation of massive image knowledge collections using Microsoft Live Labs Pivot to promote neuroimaging and translational research.

Authors:  Teeradache Viangteeravat; Matthew N Anyanwu; Venkateswara Ra Nagisetty; Emin Kuscu
Journal:  J Clin Bioinforma       Date:  2011-07-15

10.  Evaluating the informatics for integrating biology and the bedside system for clinical research.

Authors:  Vikrant G Deshmukh; Stéphane M Meystre; Joyce A Mitchell
Journal:  BMC Med Res Methodol       Date:  2009-10-28       Impact factor: 4.615

  10 in total
  2 in total

Review 1.  Progress in Biomedical Knowledge Discovery: A 25-year Retrospective.

Authors:  L Sacchi; J H Holmes
Journal:  Yearb Med Inform       Date:  2016-08-02

2.  Analyzing Electronic Medical Records to Predict Risk of DIT (Death, Intubation, or Transfer to ICU) in Pediatric Respiratory Failure or Related Conditions.

Authors:  Teeradache Viangteeravat; Oguz Akbilgic; Robert Lowell Davis
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2017-07-26
  2 in total

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