David Clifton
Position:
Co-Director
Publications by Author
Uncertainties in the Analysis of Heart Rate Variability: A Systematic Review.
Published:
1 May 2023
Lei Lu, Tingting Zhu, Davide Morelli, Andrew Creagh, Zhangdaihong Liu, Jenny Yang, Fenglin Liu, Yuan-Ting Zhang, David A. Clifton
Interpretable machine learning-based decision support for prediction of antibiotic resistance for complicated urinary tract infections.
Published:
1 November 2023
Jenny Yang, David W. Eyre, Lei Lu, David A. Clifton
Deep reinforcement learning for multi-class imbalanced training: applications in healthcare. Machine Learning, 1-20.
Published:
1 February 2023
Jenny Yang, Rasheed El-Bouri, Odhran O’Donoghue, Alexander S. Lachapelle, Andrew A. S. Soltan, David W. Eyre, Lei Lu & David A. Clifton
DuKA: A Dual-Keyless-Attention Model for Multi-modality EHR Data Fusion and Organ Failure Prediction.
Published:
1 December 2023
Zhangdaihong Liu*, Xuan Wu, Yang Yang, David A. Clifton
Hospital monitoring.
Published:
1 July 2023
Tingting Zhu, Lei Lu, and David A. Clifton
Expectation-maximization contrastive learning for compact video-and-language representations.
Published:
1 December 2023
Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen
Adversarial De-confounding in Individualised Treatment Effects Estimation.
Published:
1 August 2023
Vinod Kumar Chauhan, Soheila Molaei, Marzia Hoque Tania, Anshul Thakur, Tingting Zhu and David Clifton
Patient Clustering for Vital Organ Failure Using ICD Code with Graph Attention.
Published:
1 February 2023
Zhangdaihong Liu, Ying Hu, Xuan Wu, Gert Mertes, Yang Yang*, and David A. Clifton
Wearable Vital Signs Monitoring for Patients with Asthma: A Review. IEEE Sensors Journal
Published:
1 February 2023
Lucy Taylor, Xiaorong Ding, David Clifton, and Huiqi Lu
SMKD: Selective Mutual Knowledge Distillation
Published:
1 August 2023
Ziyun Li, Xinshao Wang, Neil M. Robertson, David A. Clifton, Christoph Meinel, Haojin Yang
Self-aware sgd: Reliable incremental adaptation framework for clinical ai models.
Published:
1 February 2023
Anshul Thakur*, Jacob Armstrong, Alexey Youssef, David Eyre, and David A. Clifton
Patient Clustering for Vital Organ Failure Using ICD Code with Graph Attention.