Andrew A. S. Soltan
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Machine learning generalizability across healthcare settings: insights from multi-site COVID-19 screening
2022 · 143 Zit. · npj Digital Medicine
An adversarial training framework for mitigating algorithmic biases in clinical machine learning
2023 · 124 Zit. · npj Digital Medicine
Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning
2023 · 101 Zit. · Nature Machine Intelligence
Generalizability assessment of AI models across hospitals in a low-middle and high income country
2024 · 61 Zit. · Nature Communications
High-performance automated abstract screening with large language model ensembles
2025 · 26 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.
Machine Learning Generalizability Across Healthcare Settings: Insights from multi-site COVID-19 screening
2022 · 15 Zit.
Algorithmic Fairness and Bias Mitigation for Clinical Machine Learning: A New Utility for Deep Reinforcement Learning
2022 · 8 Zit.
Generalizability Assessment of AI Models Across Hospitals: A Comparative Study in Low-Middle Income and High Income Countries
2023 · 7 Zit.
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.
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.
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)
Democratising Clinical AI through Dataset Condensation for Classical Clinical Models
2026 · 0 Zit. · ArXiv.org