Matthis Manthe

According to our database, Matthis Manthe authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

Federated learning in neuroimage segmentation. (Apprentissage fédéré en segmentation en imagerie cérébrale).

Matthis Manthe

PhD thesis, 2025

2024

Federated brain tumor segmentation: An extensive benchmark.

Matthis Manthe, Stefan Duffner, Carole Lartizien

Medical Image Anal., 2024

Deep Domain Isolation and Sample Clustered Federated Learning for Semantic Segmentation.

Matthis Manthe, Carole Lartizien, Stefan Duffner

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

Whole brain radiomics for clustered federated personalization in brain tumor segmentation.

Matthis Manthe, Stefan Duffner, Carole Lartizien

Proceedings of the Medical Imaging with Deep Learning, 2023