Michela Antonelli

The Medical Segmentation Decathlon

2022 · 1.133 Zit. · Nature Communications

Metrics reloaded: recommendations for image analysis validation

2024 · 352 Zit. · Nature Methods

Understanding metric-related pitfalls in image analysis validation

2024 · 156 Zit. · Nature Methods

Metrics reloaded: Recommendations for image analysis validation

2022 · 62 Zit. · arXiv (Cornell University)

Understanding metric-related pitfalls in image analysis validation

2023 · 20 Zit. · IT University Of Copenhagen (IT University of Copenhagen)

Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI?

2024 · 9 Zit. · Lecture notes in computer science

Validation of Federated Unlearning on Collaborative Prostate Segmentation

2023 · 2 Zit. · Lecture notes in computer science

False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims

2025 · 1 Zit. · ArXiv.org

A cautionary tale on the cost-effectiveness of collaborative AI in real-world medical applications

2024 · 0 Zit. · bioRxiv (Cold Spring Harbor Laboratory)

Confidence intervals uncovered: Are we ready for real-world medical imaging AI?

2024 · 0 Zit. · ArXiv.org

Challenges as a framework for trustworthy AI

2025 · 0 Zit. · Elsevier eBooks