Lei Clifton
Scholar

Lei Clifton

Google Scholar ID: HelR9GAAAAAJ
Nuffield Department of Primary Care Health Sciences, University of Oxford
AI & Machine learningMedical statistics
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Citations & Impact
All-time
Citations
4,260
 
H-index
27
 
i10-index
49
 
Publications
20
 
Co-authors
18
list available
Contact
Emaillei.clifton@phc.ox.ac.uk
Publications
8 items
Extending Pretrained 10-Second ECG Foundation Models to Longer Horizons
2026
Cited
0
Geometric Characterisation and Structured Trajectory Surrogates for Clinical Dataset Condensation
2026
Cited
0
Democratising Clinical AI through Dataset Condensation for Classical Clinical Models
2026
Cited
0
Clinical-R1: Empowering Large Language Models for Faithful and Comprehensive Reasoning with Clinical Objective Relative Policy Optimization
2025
Cited
0
Improving Clinical Dataset Condensation with Mode Connectivity-based Trajectory Surrogates
2025
Cited
0
Sensing Cardiac Health Across Scenarios and Devices: A Multi-Modal Foundation Model Pretrained on Heterogeneous Data from 1.7 Million Individuals
2025
Cited
0
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model Validation
2025
Cited
0
Sample Selection Bias in Machine Learning for Healthcare
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
18 total
David A. Clifton
David A. Clifton
Chair of Clinical Machine Learning, University of Oxford
Co-author 2
Co-author 2
Marco Pimentel
Marco Pimentel
Post-doctoral Research Assistant, University of Oxford
Peter Watkinson
Peter Watkinson
Oxford
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Tingting Zhu
Tingting Zhu
Associate Professor, University of Oxford
Co-author 8
Co-author 8