Lei Clifton
Position:
Co-PI
COCHE Publications by Author:
Knowledge Discovery with Electrocardiography Using Interpretable Deep Neural Networks. medRxiv. https://doi.org/10.1101/2022.11.01.22281722
Published:
1 November 2022
Lei Lu*, Tingting Zhu*, Antônio H. Ribeiro, Lei Clifton, Erying Zhao, Antonio Luiz P. Ribeiro, Yuan-Ting Zhang, David A. Clifton
Learning Across the Divide: Personalised Federated Learning for Robust Clinical Modelling under Data-View Heterogeneity. IEEE Journal of Biomedical and Health Informatics.https://doi.org/10.1109/JBHI.2025.3611069
Published:
1 September 2025
Soheila Molaei, Anshul Thakur, Lei Clifton, Andrew Soltan, Patrick Schwab, Danielle Belgrave, Kim Branson, David A. Clifton*
Lightweight transformers for clinical natural language processing. Natural language engineering, 30(5), 887-914. DOI: https://doi.org/10.1017/S1351324923000542
Published:
1 January 2024
Omid Rohanian*, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, Farhad Nooralahzadeh, ISARIC Clinical Characterisation Group, Lei Clifton, Laura Merson, and David A. Clifton
Mitigating machine learning bias between high income and low–middle income countries for enhanced model fairness and generalizability. Scientific Reports, 14(1), 13318. https://doi.org/10.1038/s41598-024-64210-5
Published:
1 June 2024
Jenny Yang*, Lei Clifton, Nguyen Thanh Dung, Nguyen Thanh Phong, Lam Minh Yen, Doan Bui Xuan Thy, Andrew AS Soltan, Louise Thwaites, and David A. Clifton.
Transforming label-efficient decoding of healthcare wearables with self-supervised learning and “embedded” medical domain expertise. Commun Eng 4, 135 (2025). https://doi.org/10.1038/s44172-025-00467-6