40 citations · 73 across the 4 of their papers we have counts for
3 papers · 1 filter
Towards regulatory compliant lifecycle for AI-based medical devices in EU: Industry perspectives
Tuomas Granlund, Vlad Stirbu, Tommi Mikkonen
Despite the immense potential of AI-powered medical devices to revolutionize healthcare, concerns regarding their safety in life-critical applications remain. While the European re…
Continuous Design Control for Machine Learning in Certified Medical Systems
Vlad Stirbu, Tuomas Granlund, Tommi Mikkonen
Continuous software engineering has become commonplace in numerous fields. However, in regulating intensive sectors, where additional concerns needs to be taken into account, it is…
MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases
Tuomas Granlund, Aleksi Kopponen, Vlad Stirbu +2
The emerging age of connected, digital world means that there are tons of data, distributed to various organizations and their databases. Since this data can be confidential in nat…