Mihaela van der Schaar

Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example*

2021 · 242 Zit. · Critical Care Medicine

Generalization—a key challenge for responsible AI in patient-facing clinical applications

2024 · 86 Zit. · npj Digital Medicine

AI education for clinicians

2024 · 54 Zit. · EClinicalMedicine

Factors influencing clinician and patient interaction with machine learning-based risk prediction models: a systematic review

2024 · 46 Zit. · The Lancet Digital Health

Multiple stakeholders drive diverse interpretability requirements for machine learning in healthcare

2023 · 34 Zit. · Nature Machine Intelligence

Can surgeons trust AI? Perspectives on machine learning in surgery and the importance of eXplainable Artificial Intelligence (XAI)

2025 · 22 Zit. · Langenbeck s Archives of Surgery

Machine learning for healthcare that matters: Reorienting from technical novelty to equitable impact

2024 · 20 Zit. · PLOS Digital Health

Development of a Machine Learning Algorithm for Prediction of Complications and Unplanned Readmission Following Reverse Total Shoulder Arthroplasty

2021 · 20 Zit. · Journal of Shoulder and Elbow Arthroplasty

Use of generative artificial intelligence in medical research

2024 · 5 Zit. · BMJ

Hide-and-Seek Privacy Challenge

2020 · 5 Zit. · arXiv (Cornell University)

Governing synthetic data in medical research: the time is now

2025 · 4 Zit. · The Lancet Digital Health

AutoML and Interpretability: Powering the Machine Learning Revolution in Healthcare

2020 · 3 Zit.

Novel Preoperative Risk Stratification Using Digital Phenotyping Applying a Scalable Machine-Learning Approach

2023 · 3 Zit. · Anesthesia & Analgesia

Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time

2023 · 2 Zit. · arXiv (Cornell University)

Optimising Human-AI Collaboration by Learning Convincing Explanations

2023 · 1 Zit. · arXiv (Cornell University)