Mihaela van der Schaar

Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants

2019 · 596 Zit. · PLoS ONE

Application of a novel machine learning framework for predicting non-metastatic prostate cancer-specific mortality in men using the Surveillance, Epidemiology, and End Results (SEER) database

2021 · 119 Zit. · The Lancet Digital Health

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

2024 · 94 Zit. · npj Digital Medicine

Improving Workflow Efficiency for Mammography Using Machine Learning

2019 · 85 Zit. · Journal of the American College of Radiology

AI education for clinicians

2024 · 67 Zit. · EClinicalMedicine

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

2024 · 54 Zit. · The Lancet Digital Health

Multiple stakeholders drive diverse interpretability requirements for machine learning in healthcare

2023 · 38 Zit. · Nature Machine Intelligence

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

2024 · 23 Zit. · PLOS Digital Health

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

2025 · 23 Zit. · Langenbeck s Archives of Surgery

Understanding the role of machine learning in predicting progression of osteoarthritis

2024 · 16 Zit. · The Bone & Joint Journal

Development of a Machine Learning Algorithm for Prediction of Complications and Unplanned Readmission Following Primary Anatomic Total Shoulder Replacements

2022 · 14 Zit. · Journal of Shoulder and Elbow Arthroplasty

Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands

2022 · 12 Zit. · International Journal of Medical Informatics

Use of generative artificial intelligence in medical research

2024 · 5 Zit. · BMJ

Hide-and-Seek Privacy Challenge

2020 · 5 Zit. · arXiv (Cornell University)

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

2023 · 4 Zit. · Anesthesia & Analgesia