Andrew A. S. Soltan

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

2022 · 150 Zit. · npj Digital Medicine

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

2023 · 133 Zit. · npj Digital Medicine

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

2023 · 103 Zit. · Nature Machine Intelligence

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

2024 · 71 Zit. · Nature Communications

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

High-performance automated abstract screening with large language model ensembles

2025 · 28 Zit. · Journal of the American Medical Informatics Association

Mitigating machine learning bias between high income and low–middle income countries for enhanced model fairness and generalizability

2024 · 17 Zit. · Scientific Reports

Algorithmic Fairness and Bias Mitigation for Clinical Machine Learning: Insights from Rapid COVID-19 Diagnosis by Adversarial Learning

2022 · 15 Zit. · medRxiv

Machine Learning Generalizability Across Healthcare Settings: Insights from multi-site COVID-19 screening

2022 · 15 Zit. · medRxiv

Algorithmic Fairness and Bias Mitigation for Clinical Machine Learning: A New Utility for Deep Reinforcement Learning

2022 · 8 Zit. · medRxiv

Generalizability Assessment of AI Models Across Hospitals: A Comparative Study in Low-Middle Income and High Income Countries

2023 · 7 Zit. · medRxiv

Scalable federated learning for emergency care using low cost microcomputing: Real-world, privacy preserving development and evaluation of a COVID-19 screening test in UK hospitals

2023 · 6 Zit. · medRxiv

Real-world evaluation of AI-driven COVID-19 triage for emergency admissions: External validation & operational assessment of lab-free and high-throughput screening solutions

2021 · 3 Zit. · medRxiv

Ethics Review of AI research: An approach to reviewing and revising existing governance structures

2025 · 0 Zit. · Research Ethics

Democratising Clinical AI through Dataset Condensation for Classical Clinical Models

2026 · 0 Zit. · arXiv (Cornell University)