Lei A. Clifton

According to our database, Lei A. Clifton authored at least 23 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A medical multimodal large language model for future pandemics.

Fenglin Liu, Tingting Zhu, Xian Wu, Bang Yang, Chenyu You, Chenyang Wang, Lei Lu, Zhangdaihong Liu, Yefeng Zheng, Xu Sun, Yang Yang, Lei A. Clifton, David A. Clifton

npj Digit. Medicine, 2023

At-Admission Prediction of Mortality and Pulmonary Embolism in COVID-19 Patients Using Statistical and Machine Learning Methods: An International Cohort Study.

Munib Mesinovic, Xin Ci Wong, Giri Shan Rajahram, Barbara Wanjiru Citarella, Kalaiarasu M. Peariasamy, Frank van Someren Greve, Piero Olliaro, Laura Merson, Lei A. Clifton, Christiana Kartsonaki

CoRR, 2023

Lightweight Transformers for Clinical Natural Language Processing.

Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, Lei A. Clifton, Laura Merson, David A. Clifton

CoRR, 2023

2017

Likelihood-based artefact detection in continuously-acquired patient vital signs.

Glen Wright Colopy, Tingting Zhu, Lei A. Clifton, Stephen J. Roberts, David A. Clifton

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2015

Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis.

Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton

IEEE Trans. Biomed. Eng., 2015

2014

Extending the Generalised Pareto Distribution for Novelty Detection in High-Dimensional Spaces.

David A. Clifton, Lei A. Clifton, Samuel Hugueny, Lionel Tarassenko

J. Signal Process. Syst., 2014

Probabilistic Novelty Detection With Support Vector Machines.

Lei A. Clifton, David A. Clifton, Yang Zhang, Peter J. Watkinson, Lionel Tarassenko, Hujun Yin

IEEE Trans. Reliab., 2014

Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors.

Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko

IEEE J. Biomed. Health Informatics, 2014

A review of novelty detection.

Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Lionel Tarassenko

Signal Process., 2014

Multi-task Gaussian process models for biomedical applications.

Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013

A Large-Scale Clinical Validation of an Integrated Monitoring System in the Emergency Department.

David A. Clifton, David Wong, Lei A. Clifton, Sarah J. Wilson, Rob Way, Richard Pullinger, Lionel Tarassenko

IEEE J. Biomed. Health Informatics, 2013

Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors.

Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko

IEEE Trans. Biomed. Eng., 2013

Modelling physiological deterioration in post-operative patient vital-sign data.

Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko

Medical Biol. Eng. Comput., 2013

An Extreme Function Theory for Novelty Detection.

David A. Clifton, Lei A. Clifton, Samuel Hugueny, David Wong, Lionel Tarassenko

IEEE J. Sel. Top. Signal Process., 2013

Probabilistic estimation of respiratory rate using Gaussian processes.

Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Lionel Tarassenko

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

A Two-Class Approach to the Detection of Physiological Deterioration in Patient Vital Signs, With Clinical Label Refinement.

Sara Khalid, David A. Clifton, Lei A. Clifton, Lionel Tarassenko

IEEE Trans. Inf. Technol. Biomed., 2012

Gaussian process regression in vital-sign early warning systems.

Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Vital-sign Data Fusion Models for Post-operative Patients.

Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko

Proceedings of the BIOSIGNALS 2012, 2012

2011

Identification of Patient Deterioration in Vital-Sign Data using One-Class Support Vector Machines.

Lei A. Clifton, David A. Clifton, Peter J. Watkinson, Lionel Tarassenko

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

Optimising Classifiers for the Detection of Physiological Deterioration in Patient Vital-sign Data.

Sara Khalid, David A. Clifton, Lei A. Clifton, Lionel Tarassenko

Proceedings of the BIOSIGNALS 2011, 2011

2008

Automated Novelty Detection in Industrial Systems.

David A. Clifton, Lei A. Clifton, Peter R. Bannister, Lionel Tarassenko

Proceedings of the Advances of Computational Intelligence in Industrial Systems, 2008

2007

Combined Support Vector Novelty Detection for Multi-channel Combustion Data.

Lei A. Clifton, Hujun Yin, David A. Clifton, Yang Zhang

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2007

2006

Support Vector Machine in Novelty Detection for Multi-channel Combustion Data.

Lei A. Clifton, Hujun Yin, Yang Zhang

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006