David A. Clifton

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

2022 · 462 Zit. · Nature Medicine

Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

2022 · 343 Zit. · BMJ

Machine learning generalizability across healthcare settings: insights from multi-site COVID-19 screening

2022 · 150 Zit. · npj Digital Medicine

External validation of AI models in health should be replaced with recurring local validation

2023 · 145 Zit. · Nature Medicine

A medical multimodal large language model for future pandemics

2023 · 138 Zit. · npj Digital Medicine

An adversarial training framework for mitigating algorithmic biases in clinical machine learning

2023 · 136 Zit. · npj Digital Medicine

Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning

2023 · 105 Zit. · Nature Machine Intelligence

Generalizability assessment of AI models across hospitals in a low-middle and high income country

2024 · 73 Zit. · Nature Communications

Application of large language models in medicine

2025 · 55 Zit. · Nature Reviews Bioengineering

Clinical benefit of AI-assisted lung ultrasound in a resource-limited intensive care unit

2023 · 51 Zit. · Critical Care

On the effectiveness of compact biomedical transformers

2023 · 39 Zit. · Bioinformatics

A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals

2024 · 35 Zit. · The Lancet Digital Health

Identification of undiagnosed atrial fibrillation using a machine learning risk prediction algorithm and diagnostic testing (PULsE-AI) in primary care: cost-effectiveness of a screening strategy evaluated in a randomized controlled trial in England

2022 · 25 Zit. · Journal of Medical Economics

A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis

2025 · 25 Zit. · npj Digital Medicine

The Promise of Clinical Decision Support Systems Targetting Low-Resource Settings

2020 · 23 Zit. · IEEE Reviews in Biomedical Engineering