Lei A. Clifton

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 7

Top Topics

Gaussian Process

Support Vector Machine

Cardiovascular Disease

Top Venues

IEEE Trans. Reliab.

IEEE J. Biomed. Health Informatics

npj Digit. Medicine

Publications

Rushuang Zhou, Zijun Liu, Lei A. Clifton, David A. Clifton, Kannie W. Y. Chan, Yuan-Ting Zhang, Yining Dong
Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection. CoRR (2024)
Andrew Liu, Hongjian Zhou, Yining Hua, Omid Rohanian, Lei A. Clifton, David A. Clifton
Large Language Models in Healthcare: A Comprehensive Benchmark. CoRR (2024)
Vinod Kumar Chauhan, Lei A. Clifton, Achille Salaün, Huiqi Yvonne Lu, Kim Branson, Patrick Schwab, Gaurav Nigam, David A. Clifton
Sample Selection Bias in Machine Learning for Healthcare. CoRR (2024)
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
At-Admission Prediction of Mortality and Pulmonary Embolism in COVID-19 Patients Using Statistical and Machine Learning Methods: An International Cohort Study. CoRR (2023)
Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, Lei A. Clifton, Laura Merson, David A. Clifton
Lightweight Transformers for Clinical Natural Language Processing. CoRR (2023)
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
A medical multimodal large language model for future pandemics. npj Digit. Medicine 6 (2023)
Glen Wright Colopy, Tingting Zhu, Lei A. Clifton, Stephen J. Roberts, David A. Clifton
Likelihood-based artefact detection in continuously-acquired patient vital signs. EMBC (2017)
Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton
Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis. IEEE Trans. Biomed. Eng. 62 (1) (2015)
Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Lionel Tarassenko
A review of novelty detection. Signal Process. 99 (2014)
Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko
Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors. IEEE J. Biomed. Health Informatics 18 (3) (2014)
Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton
Multi-task Gaussian process models for biomedical applications. BHI (2014)
David A. Clifton, Lei A. Clifton, Samuel Hugueny, Lionel Tarassenko
Extending the Generalised Pareto Distribution for Novelty Detection in High-Dimensional Spaces. J. Signal Process. Syst. 74 (3) (2014)
Lei A. Clifton, David A. Clifton, Yang Zhang, Peter J. Watkinson, Lionel Tarassenko, Hujun Yin
Probabilistic Novelty Detection With Support Vector Machines. IEEE Trans. Reliab. 63 (2) (2014)
David A. Clifton, Lei A. Clifton, Samuel Hugueny, David Wong, Lionel Tarassenko
An Extreme Function Theory for Novelty Detection. IEEE J. Sel. Top. Signal Process. 7 (1) (2013)
Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko
Modelling physiological deterioration in post-operative patient vital-sign data. Medical Biol. Eng. Comput. 51 (8) (2013)
Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko
Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Lionel Tarassenko
Probabilistic estimation of respiratory rate using Gaussian processes. EMBC (2013)
David A. Clifton, David Wong, Lei A. Clifton, Sarah J. Wilson, Rob Way, Richard Pullinger, Lionel Tarassenko
A Large-Scale Clinical Validation of an Integrated Monitoring System in the Emergency Department. IEEE J. Biomed. Health Informatics 17 (4) (2013)
Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko
Gaussian process regression in vital-sign early warning systems. EMBC (2012)
Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko
Vital-sign Data Fusion Models for Post-operative Patients. BIOSIGNALS (2012)
Sara Khalid, David A. Clifton, Lei A. Clifton, Lionel Tarassenko
A Two-Class Approach to the Detection of Physiological Deterioration in Patient Vital Signs, With Clinical Label Refinement. IEEE Trans. Inf. Technol. Biomed. 16 (6) (2012)
Sara Khalid, David A. Clifton, Lei A. Clifton, Lionel Tarassenko
Optimising Classifiers for the Detection of Physiological Deterioration in Patient Vital-sign Data. BIOSIGNALS (2011)
Lei A. Clifton, David A. Clifton, Peter J. Watkinson, Lionel Tarassenko
Identification of Patient Deterioration in Vital-Sign Data using One-Class Support Vector Machines. FedCSIS (2011)
Lei A. Clifton, Hujun Yin, David A. Clifton, Yang Zhang
Combined Support Vector Novelty Detection for Multi-channel Combustion Data. ICNSC (2007)
Lei A. Clifton, Hujun Yin, Yang Zhang
Support Vector Machine in Novelty Detection for Multi-channel Combustion Data. ISNN (2) (2006)