Literature DB >> 21262924

R engine cell: integrating R into the i2b2 software infrastructure.

Daniele Segagni1, Fulvia Ferrazzi, Cristiana Larizza, Valentina Tibollo, Carlo Napolitano, Silvia G Priori, Riccardo Bellazzi.   

Abstract

Informatics for Integrating Biology and the Bedside (i2b2) is an initiative funded by the NIH that aims at building an informatics infrastructure to support biomedical research. The University of Pavia has recently integrated i2b2 infrastructure with a registry of inherited arrhythmogenic diseases. Within this project, the authors created a novel i2b2 cell, named R Engine Cell, which allows the communication between i2b2 and the R statistical software. As survival analyses are routinely performed by cardiology researchers, the authors have first concentrated on making Kaplan-Meier analyses available within the i2b2 web interface. To this aim, the authors developed a web-client plug-in to select the patient set on which to perform the analysis and to display the results in a graphical, intuitive way. R Engine Cell has been designed to easily support the integration of other R-based statistical analyses into i2b2.

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Mesh:

Year:  2011        PMID: 21262924      PMCID: PMC3078677          DOI: 10.1136/jamia.2010.007914

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  5 in total

1.  Polymorphisms in the NOS1AP gene modulate QT interval duration and risk of arrhythmias in the long QT syndrome.

Authors:  Marta Tomás; Carlo Napolitano; Luciana De Giuli; Raffaella Bloise; Isaac Subirana; Alberto Malovini; Riccardo Bellazzi; Dan E Arking; Eduardo Marban; Aravinda Chakravarti; Peter M Spooner; Silvia G Priori
Journal:  J Am Coll Cardiol       Date:  2010-06-15       Impact factor: 24.094

2.  Integration of Hive and cell software in the i2b2 architecture.

Authors:  Michael Mendis; Nich Wattanasin; Rajesh Kuttan; Wensong Pan; Lori Philips; Kristel Hackett; Vivian Gainer; Henry C Chueh; Shawn Murphy
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11

3.  Architecture of the open-source clinical research chart from Informatics for Integrating Biology and the Bedside.

Authors:  Shawn N Murphy; Michael Mendis; Kristel Hackett; Rajesh Kuttan; Wensong Pan; Lori C Phillips; Vivian Gainer; David Berkowicz; John P Glaser; Isaac Kohane; Henry C Chueh
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11

4.  Instrumenting the health care enterprise for discovery research in the genomic era.

Authors:  Shawn Murphy; Susanne Churchill; Lynn Bry; Henry Chueh; Scott Weiss; Ross Lazarus; Qing Zeng; Anil Dubey; Vivian Gainer; Michael Mendis; John Glaser; Isaac Kohane
Journal:  Genome Res       Date:  2009-07-14       Impact factor: 9.043

5.  Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2).

Authors:  Shawn N Murphy; Griffin Weber; Michael Mendis; Vivian Gainer; Henry C Chueh; Susanne Churchill; Isaac Kohane
Journal:  J Am Med Inform Assoc       Date:  2010 Mar-Apr       Impact factor: 4.497

  5 in total
  13 in total

1.  Integration of Distributed Services and Hybrid Models Based on Process Choreography to Predict and Detect Type 2 Diabetes.

Authors:  Antonio Martinez-Millana; Jose-Luis Bayo-Monton; María Argente-Pla; Carlos Fernandez-Llatas; Juan Francisco Merino-Torres; Vicente Traver-Salcedo
Journal:  Sensors (Basel)       Date:  2017-12-29       Impact factor: 3.576

2.  Using common table expressions to build a scalable Boolean query generator for clinical data warehouses.

Authors:  Daniel R Harris; Darren W Henderson; Ramakanth Kavuluru; Arnold J Stromberg; Todd R Johnson
Journal:  IEEE J Biomed Health Inform       Date:  2014-09       Impact factor: 5.772

3.  An ICT infrastructure to integrate clinical and molecular data in oncology research.

Authors:  Daniele Segagni; Valentina Tibollo; Arianna Dagliati; Alberto Zambelli; Silvia G Priori; Riccardo Bellazzi
Journal:  BMC Bioinformatics       Date:  2012-03-28       Impact factor: 3.169

4.  Clinical research informatics: a conceptual perspective.

Authors:  Michael G Kahn; Chunhua Weng
Journal:  J Am Med Inform Assoc       Date:  2012-04-20       Impact factor: 4.497

5.  Mission and Sustainability of Informatics for Integrating Biology and the Bedside (i2b2).

Authors:  Shawn Murphy; Adam Wilcox
Journal:  EGEMS (Wash DC)       Date:  2014-09-11

6.  BigQ: a NoSQL based framework to handle genomic variants in i2b2.

Authors:  Matteo Gabetta; Ivan Limongelli; Ettore Rizzo; Alberto Riva; Daniele Segagni; Riccardo Bellazzi
Journal:  BMC Bioinformatics       Date:  2015-12-29       Impact factor: 3.169

7.  SMART-on-FHIR implemented over i2b2.

Authors:  Kavishwar B Wagholikar; Joshua C Mandel; Jeffery G Klann; Nich Wattanasin; Michael Mendis; Christopher G Chute; Kenneth D Mandl; Shawn N Murphy
Journal:  J Am Med Inform Assoc       Date:  2017-03-01       Impact factor: 4.497

Review 8.  Automating Installation of the Integrating Biology and the Bedside (i2b2) Platform.

Authors:  Kavishwar B Wagholikar; Michael Mendis; Pralav Dessai; Javier Sanz; Sindy Law; Micheal Gilson; Stephan Sanders; Mahesh Vangala; Douglas S Bell; Shawn N Murphy
Journal:  Biomed Inform Insights       Date:  2018-06-04

9.  Integrating Multimodal Radiation Therapy Data into i2b2.

Authors:  Eric Zapletal; Jean-Emmanuel Bibault; Philippe Giraud; Anita Burgun
Journal:  Appl Clin Inform       Date:  2018-05-30       Impact factor: 2.342

10.  i2b2t2: Unlocking Visualization for Clinical Research.

Authors:  Daniel R Harris; Darren W Henderson
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2016-07-20
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