Bjoern Menze
University of Zurich · CH
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
The Medical Segmentation Decathlon
2022 · 1.116 Zit. · Nature Communications
Why rankings of biomedical image analysis competitions should be interpreted with care
2018 · 348 Zit. · Nature Communications
Metrics reloaded: recommendations for image analysis validation
2024 · 347 Zit. · Nature Methods
Understanding metric-related pitfalls in image analysis validation
2024 · 155 Zit. · Nature Methods
Metrics reloaded: Recommendations for image analysis validation
2022 · 62 Zit. · arXiv (Cornell University)
The Federated Tumor Segmentation (FeTS) Challenge
2021 · 42 Zit. · arXiv (Cornell University)
Beyond Medical Imaging - A Review of Multimodal Deep Learning in Radiology
2022 · 23 Zit.
Understanding metric-related pitfalls in image analysis validation
2023 · 20 Zit. · arXiv (Cornell University)
Biomedical image analysis competitions: The state of current participation practice
2022 · 17 Zit. · arXiv (Cornell University)
FedCostWAvg: A New Averaging for Better Federated Learning
2022 · 16 Zit. · Lecture notes in computer science
Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient
2021 · 16 Zit. · arXiv (Cornell University)
Beyond Medical Imaging - A Review of Multimodal Deep Learning in Radiology
2022 · 11 Zit.
GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging
2021 · 10 Zit. · Edinburgh Research Explorer (University of Edinburgh)
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results
2021 · 7 Zit. · arXiv (Cornell University)
The BraTS-Africa Dataset: Expanding the Brain Tumor Segmentation Data to Capture African Populations
2025 · 5 Zit. · Radiology Artificial Intelligence