Expertise
Health Data Science; Operational Research
Biography
Dr Thomas Monks is Associate Professor of Health Data Science at Exeter Medical School and IDSAI. He is a Turing Fellow at the Alan Turing Institute and an Honorary Senior Research Associate at the Clinical Operational Research Unit, UCL. His research interests are enhancing decision support in the NHS via computational methods, modelling stochastic health care delivery, and the real-time and data driven problems found in emergency care. His current research aims to combine computer simulation of health systems with machine learning, and to advance open science within his discipline. Prior to joining University of Exeter he led an NIHR funded data science team at the University of Southampton that worked directly with the NHS.
Publications
- What would other emergency stroke teams do? Using explainable machine learning to understand variation in thrombolysis practice
- What would other emergency stroke teams do? Using explainable machine learning to understand variation in thrombolysis practice
- Improving hospital discharge flow through scalable use of discrete time simulation and scenario analysis
- A framework to share healthcare simulations on the web using free and open source tools and Python
- Use of Clinical Pathway Simulation and Machine Learning to Identify Key Levers for Maximizing the Benefit of Intravenous Thrombolysis in Acute Stroke
Other team members
Joseph John
PhD Student
Ben Holdsworth
PenCHORD Honorary Associate Research Fellow
Sammi Rosser
Postdoctoral Research Fellow
Dr Robert Challen
PenCHORD Honorary Associate Research Fellow
Sebastian Rabucha
PenCHORD Honorary Associate Research Fellow
Andy Mayne
PenCHORD Honorary Associate Research Fellow
Amy Heather
Postdoctoral Research Associate
Amy Coombe
PenARC Administrator
Dr Anna Laws
Research Associate
Chrissie Walker
PenCHORD Research and Operations Manager
Dr Alison Harper
PenCHORD Honorary Associate Research Fellow
Kerry Pearn
Research Fellow
Dr Sean Manzi
PenCHORD Honorary Associate Research Fellow
Dr Mike Allen
Senior Research Fellow in Applied Healthcare Modelling and Data Science
Professor Martin Pitt
Professor of Applied Healthcare Modelling and Data Science
Dr Daniel Chalk
Senior Research Fellow in Applied Healthcare Modelling and Analysis