Data management by using R: Big data clinical research series

Annals of Translational Medicine

Volumn 3, Issue 20, 2015, Pages

  Zhang, Zhongheng ^a  

^a ZHEJIANG NORMAL UNIVERSITY   (China)

Author keywords

Big data clinical trial; Electronic medical record (EMR); R language

Indexed keywords

EID: 85015479258     PISSN: 23055839     EISSN: 23055847     Source Type: Journal    
DOI: 10.3978/j.issn.2305-5839.2015.11.26     Document Type: Article

References (10)

1. Zhang Z. Big data and clinical research: focusing on the area of critical care medicine in mainland China. Quant Imaging Med Surg 2014;4:426-9.
2. Zhang Z. Big data and clinical research: perspective from a clinician. J Thorac Dis 2014;6:1659-64.
3. Monteith S, Glenn T, Geddes J, et al. Big data are coming to psychiatry: a general introduction. Int J Bipolar Disord 2015;3:21.
4. Potash JB. Electronic medical records: fast track to big data in bipolar disorder. Am J Psychiatry 2015;172:310-1.
5. Kabacoff R. R in Action. Shelter Island: Manning Publications Co., 2011.
6. Lander JP. R for Everyone: Advanced Analytics and Graphics. Boston: Addison-Wesley Professional, 2014.
7. Horton NJ, Kleinman K. Using R for data management, statistical analysis, and graphics. Clermont: CRC Press, 2010.
8. Vincent JL, Moreno R, Takala J, et al. The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. Intensive Care Med 1996;22:707-10.
9. ARDS Definition Task Force, Ranieri VM, Rubenfeld GD, et al. Acute respiratory distress syndrome: the Berlin Definition. JAMA 2012;307:2526-33.
10. Wickham H. Reshaping data with the reshape package. Journal of Statistical Software 2007;21:1-20.