David W. Eyre

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 9

Top Topics

Heuristic Rules

Reinforcement Learning

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Jenny Yang, Rasheed El-Bouri, Odhran O'Donoghue, Alexander S. Lachapelle, Andrew A. S. Soltan, David W. Eyre, Lei Lu, David A. Clifton
Deep reinforcement learning for multi-class imbalanced training: applications in healthcare. Mach. Learn. 113 (5) (2024)
Jenny Yang, Andrew A. S. Soltan, David W. Eyre, David A. Clifton
Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning. Nat. Mac. Intell. 5 (8) (2023)
Jenny Yang, Andrew A. S. Soltan, David W. Eyre, Yang Yang, David A. Clifton
An adversarial training framework for mitigating algorithmic biases in clinical machine learning. npj Digit. Medicine 6 (2023)
Anshul Thakur, Jacob Armstrong, Alexey Youssef, David W. Eyre, David A. Clifton
Self-Aware SGD: Reliable Incremental Adaptation Framework for Clinical AI Models. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Rasheed el-Bouri, David W. Eyre, Peter J. Watkinson, Tingting Zhu, David A. Clifton
Hospital Admission Location Prediction via Deep Interpretable Networks for the Year-Round Improvement of Emergency Patient Care. IEEE J. Biomed. Health Informatics 25 (1) (2021)
David W. Eyre, Mirjam Laager, A. Sarah Walker, Ben S. Cooper, Daniel J. Wilson
Probabilistic transmission models incorporating sequencing data for healthcare-associated Clostridioides difficile outperform heuristic rules and identify strain-specific differences in transmission. PLoS Comput. Biol. 17 (1) (2021)
Rasheed el-Bouri, David W. Eyre, Peter J. Watkinson, Tingting Zhu, David A. Clifton
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location. ICML (2020)
Rasheed el-Bouri, David W. Eyre, Peter J. Watkinson, Tingting Zhu, David A. Clifton
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location. CoRR (2020)
Oriol Mazariegos-Canellas, Trien Do, Tim E. A. Peto, David W. Eyre, Anthony Underwood, Derrick W. Crook, David H. Wyllie
BugMat and FindNeighbour: command line and server applications for investigating bacterial relatedness. BMC Bioinform. 18 (1) (2017)
David W. Eyre, Madeleine L. Cule, David Griffiths, Derrick W. Crook, Tim E. A. Peto, A. Sarah Walker, Daniel J. Wilson
Transmission. PLoS Comput. Biol. 9 (5) (2013)