Julia Alekseenko

According to our database, Julia Alekseenko authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Federated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 Challenge.

Max Kirchner, Hanna Hoffmann, Alexander C. Jenke, Oliver Lester Saldanha, Kevin Pfeiffer, Weam Kanjo, Julia Alekseenko, Claas de Boer, Santhi Raj Kolamuri, Lorenzo Mazza, Nicolas Padoy, Sophia Bano, Annika Reinke, Lena Maier-Hein, Danail Stoyanov, Jakob Nikolas Kather, Fiona R. Kolbinger, Sebastian Bodenstedt, Stefanie Speidel

CoRR, October, 2025

2024

Clinnova Federated Learning Proof of Concept: Key Takeaways from a Cross-border Collaboration.

Julia Alekseenko, Bram Stieltjes, Michael Bach, Melanie Boerries, Oliver Opitz, Alexandros Karargyris, Nicolas Padoy

CoRR, 2024

Distance-Aware Non-IID Federated Learning for Generalization and Personalization in Medical Imaging Segmentation.

Julia Alekseenko, Alexandros Karargyris, Nicolas Padoy

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024