Severin Elvatun

According to our database, Severin Elvatun authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Processing of synthetic data in AI development for healthcare and the definition of personal data in EU law.

Vibeke Binz Vallevik, Anne Kjersti Befring, Severin Elvatun, Jan Franz Nygaard

CoRR, August, 2025

2024

Cross-population evaluation of cervical cancer risk prediction algorithms.

Severin Elvatun, Daan Knoors, Mari Nygård, Anneli Uusküla, Andres Võrk, Jan F. Nygård

Int. J. Medical Informatics, January, 2024

Can I trust my fake data - A comprehensive quality assessment framework for synthetic tabular data in healthcare.

Vibeke Binz Vallevik, Aleksandar Babic, Serena Elizabeth Marshall, Severin Elvatun, Helga Brøgger, Sharmini Alagaratnam, Bjørn Edwin, Narasimha Raghavan Veeraragavan, Anne Kjersti Befring, Jan F. Nygård

Int. J. Medical Informatics, 2024

Permissioned Blockchain-based Framework for Ranking Synthetic Data Generators.

Narasimha Raghavan Veeraragavan, Mohammad Hossein Tabatabaei, Severin Elvatun, Vibeke Binz Vallevik, Siri Larønningen, Jan F. Nygård

CoRR, 2024

Ranking Synthetic Data Generators Using a Permissioned Blockchain-based Framework.

Narasimha Raghavan Veeraragavan, Mohammad Hossein Tabatabaei, Severin Elvatun, Vibeke Binz Vallevik, Siri Larønningen, Jan F. Nygård

Proceedings of the 6th International Conference on Blockchain Computing and Applications, 2024

2023

Towards more personalized cervical cancer prevention: Prototyping data-driven methods predicting cervical cancer development from cancer registry data.

Severin Elvatun

PhD thesis, 2023

Federated Learning Showdown: The Comparative Analysis of Federated Learning Frameworks.

Sai Praneeth Karimireddy, Narasimha Raghavan Veeraragavan, Severin Elvatun, Jan F. Nygård

Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023