JINet: easy and secure private data analysis for everyone

TL;DR

JINet is a web-based platform that enables secure, private clinical and genomic data analysis directly in users' browsers, promoting collaboration and reproducibility without data leaving the user's machine.

Contribution

It introduces a browser-based platform that ensures data privacy while facilitating collaboration and standardization in clinical and genomic data analysis.

Findings

Data never leaves the user's machine during analysis

Supports collaboration through script sharing and interoperability

Promotes reproducibility and standardization in data analysis

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.