Maximilian Zenk

Federated benchmarking of medical artificial intelligence with MedPerf

2023 · 110 Zit. · Nature Machine Intelligence

The Federated Tumor Segmentation (FeTS) Challenge

2021 · 42 Zit. · arXiv (Cornell University)

Biomedical image analysis competitions: The state of current participation practice

2022 · 17 Zit. · arXiv (Cornell University)

Real-world federated learning in radiology: hurdles to overcome and benefits to gain

2024 · 13 Zit. · Journal of the American Medical Informatics Association

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

2025 · 3 Zit. · Nature Communications

Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation

2024 · 0 Zit. · arXiv (Cornell University)

Inclusive Federated Learning for Healthcare Collaboration: Development and Evaluation of a Compliance-Aware Differential Privacy Framework (Preprint)

2025 · 0 Zit.

Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain

2024 · 0 Zit. · arXiv (Cornell University)