Ctrl K

Verticox+

Verticox+ is a Cox proportional hazards algorithm for vertically distributed data. The solution is based on the Verticox algorithm from Dai et al., 2022. It has been adapted to be used within the Vantage6 framework.

2
contributors
Get started
710 commitsLast commit ≈ 3 weeks ago3 stars0 forks

Cite this software

DOI:

10.5281/zenodo.13933625

Description

Software DOISoftware DOI
Reference paper DOIReference paper DOI

Verticox+

Verticox+ is a Cox proportional hazards algorithm for vertically distributed data, implemented for vantage6, a software framework for federated learning.

For more info, check the documentation site

Keywords
federated learning
Java
privacy preservation
privacy preserving analysis
python
vantage6
Programming languages
  • Jupyter Notebook 83%
  • Python 11%
  • Java 5%
  • Other 1%
License
</>Source code

Participating organisations

Netherlands eScience Center
Maastricht University
Maastro
IKNL

Reference papers

Contributors

Djura Smits
Djura Smits
eScience Research Engineer, Netherlands eScience Center
the Netherlands Escience Center
FvD
Florian van Daalen
Postdoctoral reseacher
Maastricht University

Related projects

CARRIER

Coronary artery disease: risk estimations and interventions for prevention and Early detection

Updated 6 months ago
In progress

Related software

Vantage6

VA

An open-source platform for supporting the development of federated learning projects

Updated 17 months ago
55 11