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Lei Clifton

Lei Clifton PhD

Dr

Lead Medical Statistician

Official Fellow in AI & Machine Learning, Reuben College

Biography

Lei is affiliated with the "AI for Healthcare'' CHI Lab led by Prof David Clifton, and currently leads a group of 3-4 researchers in the Nuffield Department of Population Health. She also leads analytical work in the Pandemic Science Institute on effective pandemic preparedness and response. Lei is a senior advisor of the NIHR Research Support Service team, which provides free advice on research design to researchers.

Lei was awarded a PhD in Statistical Machine Learning in 2007 from UMIST (now the University of Manchester), and subsequently worked as a post-doctoral researcher and then a medical statistician in the University of Oxford. She enjoys painting watercolours and playing violin, both amateurishly, in her spare time.

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Other Information

Statistical and machine learning expertise in large-scale clinical records.

Most Recent Publications

Dysregulated immune proteins in plasma in the UK Biobank predict Multiple Myeloma 12 years before clinical diagnosis

Dysregulated immune proteins in plasma in the UK Biobank predict Multiple Myeloma 12 years before clinical diagnosis

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Application of large language models in medicine

Application of large language models in medicine

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Implementation Framework for AI Deployment at Scale in Healthcare Systems

Implementation Framework for AI Deployment at Scale in Healthcare Systems

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Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model Validation

Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model Validation

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RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction

RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction

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Research Interests

Lei's research interests are in the field of medical statistics and AI, for large-scale observational studies and electronic health records.

Most Recent Publications

Dysregulated immune proteins in plasma in the UK Biobank predict Multiple Myeloma 12 years before clinical diagnosis

Dysregulated immune proteins in plasma in the UK Biobank predict Multiple Myeloma 12 years before clinical diagnosis

Altmetric score is

Application of large language models in medicine

Application of large language models in medicine

Altmetric score is

Implementation Framework for AI Deployment at Scale in Healthcare Systems

Implementation Framework for AI Deployment at Scale in Healthcare Systems

Altmetric score is

Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model Validation

Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model Validation

Altmetric score is

RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction

RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction

Altmetric score is
View all