David W. Eyre

Orcid: 0000-0001-5095-6367

According to our database1, David W. Eyre authored at least 9 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Deep reinforcement learning for multi-class imbalanced training: applications in healthcare.
Mach. Learn., May, 2024

2023
Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning.
Nat. Mac. Intell., August, 2023

Self-Aware SGD: Reliable Incremental Adaptation Framework for Clinical AI Models.
IEEE J. Biomed. Health Informatics, March, 2023

An adversarial training framework for mitigating algorithmic biases in clinical machine learning.
npj Digit. Medicine, 2023

2021
Hospital Admission Location Prediction via Deep Interpretable Networks for the Year-Round Improvement of Emergency Patient Care.
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.
PLoS Comput. Biol., 2021

2020
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location.
Proceedings of the 37th International Conference on Machine Learning, 2020

2017
BugMat and FindNeighbour: command line and server applications for investigating bacterial relatedness.
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.
PLoS Comput. Biol., 2013


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