Lei Clifton
University of Oxford · GB
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
A medical multimodal large language model for future pandemics
2023 · 123 Zit. · npj Digital Medicine
Application of large language models in medicine
2025 · 49 Zit. · Nature Reviews Bioengineering
Mitigating machine learning bias between high income and low–middle income countries for enhanced model fairness and generalizability
2024 · 17 Zit. · Scientific Reports
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark
2024 · 13 Zit.
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark
2024 · 8 Zit.
Large Language Models in the Clinic: A Comprehensive Benchmark
2024 · 6 Zit. · arXiv (Cornell University)
Sample Selection Bias in Machine Learning for Healthcare
2025 · 5 Zit. · ACM Transactions on Computing for Healthcare
RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction
2025 · 2 Zit.
RiskAgent: Synergizing Language Models with Validated Tools for Evidence-Based Risk Prediction
2025 · 1 Zit. · ArXiv.org
Navigating Severe Class Imbalance in Population Cohort Data
2025 · 0 Zit.
Democratising Clinical AI through Dataset Condensation for Classical Clinical Models
2026 · 0 Zit. · arXiv (Cornell University)
Digital morphine: why AI scribes are symptomatic relief for a broken system
2026 · 0 Zit. · BMJ Digital Health & AI
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model Validation
2025 · 0 Zit.
Democratising Clinical AI through Dataset Condensation for Classical Clinical Models
2026 · 0 Zit. · ArXiv.org
Clinical-R1: Empowering Large Language Models for Faithful and Comprehensive Reasoning with Clinical Objective Relative Policy Optimization
2025 · 0 Zit. · ArXiv.org