DiscoverPaperPlayer biorxiv bioinformaticsdsSwissKnife: An R package for federated data analysis
dsSwissKnife: An R package for federated data analysis

dsSwissKnife: An R package for federated data analysis

Update: 2020-11-20
Share

Description

Link to bioRxiv paper:
http://biorxiv.org/cgi/content/short/2020.11.17.386813v1?rss=1

Authors: Dragan, I., Sparso, T., Kuznetsov, D., Slieker, R., Ibberson, M.

Abstract:
Summary: dsSwissKnife is an R package that enables several powerful analyses to be performed on federated datasets. The package works alongside DataSHIELD and extends its functionality. We have developed and implemented dsSwissKnife in a large IMI project on type 2 diabetes, RHAPSODY, where data from 10 observational cohorts have been harmonised and federated in CDISC SDTM format and made available for biomarker discovery. Availability and implementation: dsSwissKnife is freely available online at https://github.com/sib-swiss/dsSwissKnife. The package is distributed under the GNU General Public License version 3 and is accompanied by example files and data.

Copy rights belong to original authors. Visit the link for more info
Comments 
In Channel
loading
00:00
00:00
x

0.5x

0.8x

1.0x

1.25x

1.5x

2.0x

3.0x

Sleep Timer

Off

End of Episode

5 Minutes

10 Minutes

15 Minutes

30 Minutes

45 Minutes

60 Minutes

120 Minutes

dsSwissKnife: An R package for federated data analysis

dsSwissKnife: An R package for federated data analysis

Dragan, I