Clifton, Lei

A review of novelty detection

Pimentel, M. A. F., Clifton, D. A., Clifton, L., & Tarassenko, L. (2014) · Signal Processing

Anomaly Detection Techniques and ApplicationsAdversarial Robustness in Machine Learning

Cited by 1,649

A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Zhou, H., Liu, F., Gu, B., Zou, X., Huang, J., Wu, J., Li, Y., Chen, S. S., Zhou, P., Liu, J., et al. (2023) · arXiv

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 240

Efficacy of cognitive behavioural therapy for sleep improvement in patients with persistent delusions and hallucinations (BEST): a prospective, assessor-blind, randomised controlled pilot trial

Freeman, D., Waite, F., Startup, H., Myers, E., Lister, R., McInerney, J., Harvey, A. G., Geddes, J., Zaiwalla, Z., Luengo-Fernandez, R., et al. (2015) · The Lancet Psychiatry

Sleep and related disordersSchizophrenia research and treatment

Cited by 219

Comparing the Efficacy of a Mobile Phone-Based Blood Glucose Management System With Standard Clinic Care in Women With Gestational Diabetes: Randomized Controlled Trial

Mackillop, L., Hirst, J. E., Bartlett, K. J., Birks, J. S., Clifton, L., Farmer, A. J., Gibson, O., Kenworthy, Y., Levy, J. C., Loerup, L., et al. (2018) · JMIR mHealth and uHealth

Gestational Diabetes Research and ManagementMobile Health and mHealth Applications

Cited by 181

The correlation between baseline score and post-intervention score, and its implications for statistical analysis

Clifton, L., & Clifton, D. A. (2019) · Trials

Statistical Methods in Clinical TrialsMeta-analysis and systematic reviews

Cited by 178

A medical multimodal large language model for future pandemics

Liu, F., Zhu, T., Wu, X., Yang, B., You, C., Wang, C., Lu, L., Liu, Z., Zheng, Y., Sun, X., et al. (2023) · npj Digital Medicine

Multimodal Machine Learning ApplicationsCOVID-19 diagnosis using AI

Cited by 155

Gaussian processes for personalized e-health monitoring with wearable sensors

Clifton, L., Clifton, D. A., Pimentel, M. A. F., Watkinson, P. J., & Tarassenko, L. (2013) · IEEE Transactions on Biomedical Engineering

Non-Invasive Vital Sign MonitoringGaussian Processes and Bayesian Inference

Cited by 117

Application of large language models in medicine

Liu, F., Zhou, H., Gu, B., Zou, X., Huang, J., Wu, J., Li, Y., Chen, S. S., Hua, Y., Zhou, P., et al. (2025) · Nature Reviews Bioengineering

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 94