Michael Pencina
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
External validation of AI models in health should be replaced with recurring local validation
2023 · 139 Zit. · Nature Medicine
A Nationwide Network of Health AI Assurance Laboratories
2023 · 99 Zit. · JAMA
A framework for the oversight and local deployment of safe and high-quality prediction models
2022 · 96 Zit. · Journal of the American Medical Informatics Association
Mitigating Racial And Ethnic Bias And Advancing Health Equity In Clinical Algorithms: A Scoping Review
2023 · 73 Zit. · Health Affairs
Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare
2023 · 42 Zit. · Journal of the American Medical Informatics Association
A proposal for developing a platform that evaluates algorithmic equity and accuracy
2022 · 38 Zit. · BMJ Health & Care Informatics
Implementing quality management systems to close the AI translation gap and facilitate safe, ethical, and effective health AI solutions
2023 · 30 Zit. · npj Digital Medicine
Incremental Benefits of Machine Learning—When Do We Need a Better Mousetrap?
2021 · 30 Zit. · JAMA Cardiology
Translating AI for the Clinician
2024 · 25 Zit. · JAMA
Empowering nurses to champion Health equity & BE FAIR: Bias elimination for fair and responsible AI in healthcare
2024 · 20 Zit. · Journal of Nursing Scholarship
Launching the Trustworthy and Responsible AI Network (TRAIN)
2025 · 18 Zit. · JAMA
Observability and its impact on differential bias for clinical prediction models
2022 · 14 Zit. · Journal of the American Medical Informatics Association
A Federated Registration System for Artificial Intelligence in Health
2024 · 13 Zit. · JAMA
Application of unified health large language model evaluation framework to In-Basket message replies: bridging qualitative and quantitative assessments
2025 · 6 Zit. · Journal of the American Medical Informatics Association
Bridging the Gap Between Developers and Implementers in Health AI
2025 · 4 Zit. · JAMA Health Forum