David A. Clifton
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
2022 · 427 Zit. · Nature Medicine
Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
2022 · 294 Zit. · BMJ
Machine learning generalizability across healthcare settings: insights from multi-site COVID-19 screening
2022 · 141 Zit. · npj Digital Medicine
External validation of AI models in health should be replaced with recurring local validation
2023 · 135 Zit. · Nature Medicine
An adversarial training framework for mitigating algorithmic biases in clinical machine learning
2023 · 124 Zit. · npj Digital Medicine
A medical multimodal large language model for future pandemics
2023 · 121 Zit. · npj Digital Medicine
Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning
2023 · 98 Zit. · Nature Machine Intelligence
Generalizability assessment of AI models across hospitals in a low-middle and high income country
2024 · 57 Zit. · Nature Communications
Application of large language models in medicine
2025 · 47 Zit. · Nature Reviews Bioengineering
2021 · 39 Zit. · Oxford University Research Archive (ORA) (University of Oxford)
The Promise of Clinical Decision Support Systems Targetting Low-Resource Settings
2020 · 21 Zit. · IEEE Reviews in Biomedical Engineering
A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis
2025 · 21 Zit. · npj Digital Medicine
Preserving Patient Privacy while Training a Predictive Model of In-hospital Mortality
2019 · 18 Zit. · arXiv (Cornell University)
Mitigating machine learning bias between high income and low–middle income countries for enhanced model fairness and generalizability
2024 · 16 Zit. · Scientific Reports
Algorithmic Fairness and Bias Mitigation for Clinical Machine Learning: Insights from Rapid COVID-19 Diagnosis by Adversarial Learning
2022 · 15 Zit.