Faster optimization, earlier evaluation: Lessons from integrating operational research and machine learning in a hospital blood bank
Oral
Operational Research Society Beale Lecture - Doctoral Winner Lecture, February 2026
Talks
2026
2024
Charting the Pareto frontier: Multi-objective optimization for platelet inventory management using neuroevolution
Oral
50th annual meeting of the EURO Working Group on Operational Research Applied to Health Services, July 2024
Many happy returns: a machine learning-based allocation policy to support platelet waste reduction in hospital blood banks
Poster
UKRI AI CDTs in Healthcare Conference, May 2024
2023
Many happy returns: a machine learning-based allocation policy to support platelet waste reduction in hospital blood banks
Poster
British Blood Transfusion Society Conference, October 2023
Going faster to see further: GPU-accelerated value iteration and simulation for blood product inventory management
Oral
INFORMS Healthcare Conference, July 2023
Reducing platelet wastage with a machine learning-based allocation policy
Oral
49th annual meeting of the EURO Working Group on Operational Research Applied to Health Services, July 2023
Going faster to see further: GPU-accelerated value iteration and simulation for blood inventory management using JAX
Poster
UKRI AI CDTs in Healthcare Conference, May 2023
2022
Deep reinforcement learning for platelet inventory management
Poster
BioMedEng Conference, September 2022
Deep reinforcement learning for platelet inventory management
Oral and poster
Gallivan award for best poster presented by a PhD student (second place)
48th annual meeting of the EURO Working Group on Operational Research Applied to Health Services, July 2022
Deep reinforcement learning for platelet inventory management
Oral
Early Career Researchers in Mathematics Conference, June 2022
Deep reinforcement learning for platelet inventory management
Oral and poster
Best poster award
UKRI AI CDTs in Healthcare Conference, May 2022