vantage6
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About
vantage6 is an open-source platform designed to address the challenges of collaborative data analysis, particularly in healthcare, where sensitive data privacy is crucial. Traditionally, data is centralized for analysis, raising significant privacy concerns. vantage6 introduces federated learning, a paradigm where algorithms are brought to the data, maximizing dataset potential while minimizing data leaks and privacy risks. Built on principles of autonomy, heterogeneity, and flexibility, it ensures parties control their data, supports diverse hardware/OS, and handles both horizontally and vertically partitioned data. It features an algorithm store and a researcher user interface to easily run analyses.
Platform
Features
• open-source platform
• features a researcher user interface
• includes an algorithm store
• offers flexibility for horizontally- and vertically-partitioned data
• handles heterogeneous hardware and operating systems
• ensures data autonomy for each party
• supports federated learning projects
• infrastructure for privacy enhancing technologies
Pricing Plans
Open Source
Free Plan• Open-source platform
• Federated learning infrastructure
• Privacy-enhancing technologies
• Collaborative analysis
• Autonomy over data
• Heterogeneous system support
• Flexible data partitioning
• Algorithm store
• Researcher user interface
Job Opportunities
There are currently no job postings for this AI tool.
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