TY - JOUR TI - dsSwissKnife: An R package for federated data analysis AU - Dragan, Iulian AU - Sparso, Thomas AU - Kuznetsov, Dmitry AU - Slieker, Roderick AU - Ibberson, Mark T2 - bioRxiv AB -

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.

DA - 2020/11/20/ PY - 2020 DO - 10.1101/2020.11.17.386813 DP - www.biorxiv.org SP - 2020.11.17.386813 LA - en ST - dsSwissKnife UR - https://www.biorxiv.org/content/10.1101/2020.11.17.386813v1 Y2 - 2020/11/20/16:39:53 KW - WP2 ER -