David W. Eyre

According to our database, David W. Eyre authored at least 9 papers between 2013 and 2024.

Collaborative distances:

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

2024

Deep reinforcement learning for multi-class imbalanced training: applications in healthcare.

Jenny Yang, Rasheed El-Bouri, Odhran O'Donoghue, Alexander S. Lachapelle, Andrew A. S. Soltan, David W. Eyre, Lei Lu, David A. Clifton

Mach. Learn., May, 2024

2023

Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning.

Jenny Yang, Andrew A. S. Soltan, David W. Eyre, David A. Clifton

Nat. Mac. Intell., August, 2023

Self-Aware SGD: Reliable Incremental Adaptation Framework for Clinical AI Models.

Anshul Thakur, Jacob Armstrong, Alexey Youssef, David W. Eyre, David A. Clifton

IEEE J. Biomed. Health Informatics, March, 2023

An adversarial training framework for mitigating algorithmic biases in clinical machine learning.

Jenny Yang, Andrew A. S. Soltan, David W. Eyre, Yang Yang, David A. Clifton

npj Digit. Medicine, 2023

2021

Hospital Admission Location Prediction via Deep Interpretable Networks for the Year-Round Improvement of Emergency Patient Care.

Rasheed el-Bouri, David W. Eyre, Peter J. Watkinson, Tingting Zhu, David A. Clifton

IEEE J. Biomed. Health Informatics, 2021

Probabilistic transmission models incorporating sequencing data for healthcare-associated Clostridioides difficile outperform heuristic rules and identify strain-specific differences in transmission.

David W. Eyre, Mirjam Laager, A. Sarah Walker, Ben S. Cooper, Daniel J. Wilson

PLoS Comput. Biol., 2021

2020

Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location.

Rasheed el-Bouri, David W. Eyre, Peter J. Watkinson, Tingting Zhu, David A. Clifton

Proceedings of the 37th International Conference on Machine Learning, 2020

2017

BugMat and FindNeighbour: command line and server applications for investigating bacterial relatedness.

Oriol Mazariegos-Canellas, Trien Do, Tim E. A. Peto, David W. Eyre, Anthony Underwood, Derrick W. Crook, David H. Wyllie

BMC Bioinform., 2017

2013

Detection of Mixed Infection from Bacterial Whole Genome Sequence Data Allows Assessment of Its Role in <i>Clostridium difficile</i> Transmission.

David W. Eyre, Madeleine L. Cule, David Griffiths, Derrick W. Crook, Tim E. A. Peto, A. Sarah Walker, Daniel J. Wilson

PLoS Comput. Biol., 2013