Carole H. Sudre

Metrics reloaded: recommendations for image analysis validation

2024 · 338 Zit. · Nature Methods

Understanding metric-related pitfalls in image analysis validation

2024 · 154 Zit. · Nature Methods

Metrics reloaded: Recommendations for image analysis validation

2022 · 62 Zit. · IT University Of Copenhagen (IT University of Copenhagen)

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

2020 · 40 Zit. · Lecture notes in computer science

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis

2021 · 23 Zit. · Lecture notes in computer science

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)

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

2024 · 9 Zit. · Lecture notes in computer science

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

2022 · 6 Zit. · Lecture notes in computer science

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

2025 · 1 Zit. · ArXiv.org

Medical Imaging AI Competitions Lack Fairness

2025 · 0 Zit. · ArXiv.org

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

2024 · 0 Zit. · ArXiv.org

Medical Imaging AI Competitions Lack Fairness

2025 · 0 Zit. · arXiv (Cornell University)

Challenges as a framework for trustworthy AI

2025 · 0 Zit. · Elsevier eBooks