SoftwareApplication
identifier: 10.5281/zenodo.13933625
name: Verticox+
description: 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.
description: | | | |--|--| |Software DOI| [![Software DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.13933626.svg)](https://doi.org/10.5281/zenodo.13933626)| |Reference paper DOI|[![Reference paper DOI](https://img.shields.io/badge/DOI-10.1007%2Fs40747--025--02022--4-blue)](https://doi.org/10.1007/s40747-025-02022-4) # Verticox+ Verticox+ is a Cox proportional hazards algorithm for vertically distributed data, implemented for [vantage6](https://vantage6.ai/), a software framework for federated learning. For more info, check the [documentation site](https://carrier-project.github.io/verticox/)
code repository: https://github.com/carrier-project/verticox
author: https://orcid.org/0000-0003-4096-0260
author: https://orcid.org/0000-0002-2229-8587
keywords: federated learning
keywords: privacy preservation
keywords: Java
keywords: python
keywords: vantage6
keywords: privacy preserving analysis
programming language: Dockerfile
programming language: Java
programming language: Jinja
programming language: Jupyter Notebook
programming language: Makefile
programming language: Python
programming language: Shell
license:
  creative work: creativeWork
    name: Apache-2.0
reference publication: s40747-025-02022-4

https://orcid.org/0000-0003-4096-0260
type: Person
given name: Djura
family name: Smits
name: Djura Smits
role name: eScience Research Engineer, Netherlands eScience Center
affiliation: Organization
  name: the Netherlands Escience Center

https://orcid.org/0000-0002-2229-8587
type: Person
given name: Florian
family name: van Daalen
name: Florian van Daalen
role name: Postdoctoral reseacher
affiliation: Organization
  name: Maastricht University

s40747-025-02022-4
type: ScholarlyArticle
name: Verticox+: vertically distributed Cox proportional hazards model with improved privacy guarantees
url: https://doi.org/10.1007%2Fs40747-025-02022-4