Merel Huisman
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Metrics reloaded: recommendations for image analysis validation
2024 · 338 Zit. · Nature Methods
An international survey on AI in radiology in 1,041 radiologists and radiology residents part 1: fear of replacement, knowledge, and attitude
2021 · 215 Zit. · European Radiology
Understanding metric-related pitfalls in image analysis validation
2024 · 154 Zit. · Nature Methods
An international survey on AI in radiology in 1041 radiologists and radiology residents part 2: expectations, hurdles to implementation, and education
2021 · 130 Zit. · European Radiology
Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects
2024 · 108 Zit. · Diagnostic and Interventional Radiology
Metrics reloaded: Recommendations for image analysis validation
2022 · 62 Zit. · arXiv (Cornell University)
Guiding AI in radiology: ESR’s recommendations for effective implementation of the European AI Act
2025 · 54 Zit. · Insights into Imaging
Responsible AI practice and AI education are central to AI implementation: a rapid review for all medical imaging professionals in Europe
2023 · 39 Zit. · BJR|Open
Use of AI in Cardiac CT and MRI: A Scientific Statement from the ESCR, EuSoMII, NASCI, SCCT, SCMR, SIIM, and RSNA
2025 · 39 Zit. · Radiology
Recommendations for the creation of benchmark datasets for reproducible artificial intelligence in radiology
2024 · 27 Zit. · Insights into Imaging
Radiology AI and sustainability paradox: environmental, economic, and social dimensions
2025 · 25 Zit. · Insights into Imaging
Understanding metric-related pitfalls in image analysis validation
2023 · 20 Zit. · arXiv (Cornell University)
The emperor has few clothes: a realistic appraisal of current AI in radiology
2024 · 16 Zit. · European Radiology
Recognising errors in AI implementation in radiology: A narrative review
2025 · 13 Zit. · European Journal of Radiology
The AI Generalization Gap: One Size Does Not Fit All
2023 · 12 Zit. · Radiology Artificial Intelligence