Evangelia Christodoulou
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
2019 · 1.807 Zit. · Journal of Clinical Epidemiology
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)
Understanding metric-related pitfalls in image analysis validation
2023 · 20 Zit. · arXiv (Cornell University)
Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI?
2024 · 9 Zit. · Lecture notes in computer science
Deployment of Image Analysis Algorithms Under Prevalence Shifts
2023 · 6 Zit. · Lecture notes in computer science
Current validation practice undermines surgical AI development
2025 · 1 Zit. · ArXiv.org
AI‐driven preoperative risk assessment in kidney cancer surgery: A comparative feasibility study of machine learning models
2025 · 1 Zit. · BJUI Compass
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)
Sequential sample size calculations and learning curves safeguard the robust development of a clinical prediction model for individuals
2025 · 0 Zit. · Journal of Clinical Epidemiology