English

JINet: easy and secure private data analysis for everyone

Computers and Society 2024-08-30 v1

Abstract

JINet is a web browser-based platform intended to democratise access to advanced clinical and genomic data analysis software. It hosts numerous data analysis applications that are run in the safety of each User's web browser, without the data ever leaving their machine. JINet promotes collaboration, standardisation and reproducibility by sharing scripts rather than data and creating a self-sustaining community around it in which Users and data analysis tools developers interact thanks to JINets interoperability primitives.

Cite

@article{arxiv.2408.16402,
  title  = {JINet: easy and secure private data analysis for everyone},
  author = {Giada Lalli and James Collier and Yves Moreau and Daniele Raimondi},
  journal= {arXiv preprint arXiv:2408.16402},
  year   = {2024}
}

Comments

13 pages, 6 figures, 1 table

R2 v1 2026-06-28T18:27:29.717Z