Making full use of the data requires a completely multidisciplinary approach, with data scientists and computer scientists working alongside mathematicians, clinicians and engineers
Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø team
Prof Rebecca Shipley | CHIMERA co-lead and Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Institute of Healthcare Engineering, Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Mechanical Engineering | |
Prof Christina PagelÌý | CHIMERA co-lead and Clinical Operational Research Unit (CORU) | |
Prof Simon Arridge | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Computer Science | |
Prof Vanessa Diaz | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Mechanical Engineering | |
Dr Alejandro Diaz | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Mathematics | |
ProfÌýNicholas Ovenden | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Mathematics |
University College London Hospital team
Dr Steve Harris | Centre for Anaesthesia Critical Care and Pain Medicine, Ïã¸ÛÁùºÏ²ÊÖÐÌØÍøH |
Dr Ed Palmer | Registrar in Intensive Care, Ïã¸ÛÁùºÏ²ÊÖÐÌØÍøH | Ìý |
Dr Claire Black | Critical Care Physiotherapy, Ïã¸ÛÁùºÏ²ÊÖÐÌØÍøH | Ìý |
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Great Ormond Street Hospital team
Prof Mark Peters | InstituteÌýofÌýChild HealthÌý | |
Dr Samiran Ray | Paediatric Intensive Care Unit (PICU) |
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Post-doctoral research assistants, PhDs and MScs
Hugh Kinnear | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Mathematics | Ìý | Ìý |
Abigail Smith | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø MathematicsMy work is focused on the biomechanical modelling of the human lung for use in clinical care. For the creation of physiological models, I implement solid mechanics, poroelasticity and other similar techniques. My interest is in the application of mathematical models to assist real-world clinical decision making in the ICU.Ìý | Ìý | |
Sina Saffaran | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Mechanical Engineering | Ìý | Ìý |
Gevik Grigorian | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Mechanical EngineeringMy research interests lie on the boundary of dynamical systems and machine learning. In particular, I am working on inferring the missing dynamics from incomplete biomechanical models using deep learning. I have a BSc in mathematics with finance and accounting and an MSc in mathematical modelling. | Ìý | |
Cameron PetersÌý | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Mechanical Engineering (MSc) | Ìý | Ìý |
James Stainer | CDT for AI-enabled Healthcare SystemsJamesÌýis a PhD student working on applying AI methods toÌýidentify patterns of patient physiologyÌýin GOSH PICU. His focus is on understanding the relationship between heart rate and blood pressure and forecasting near-term changes in this dynamic. His interests lie in forecasting, time-series analysis, and recurrent neural networks (RNNs). | Ìý | |
Finneas Catling | Wellcome Trust 4i Clinical PhD Fellow (Imperial College)My research aims at early diagnosis and improved treatment of critical illness, using methods from Bayesian statistics and machine learning. I am particularly interested in merging these methods with physiological models to provide bedside decision support, in disease heterogeneity, and in the role of uncertainty in clinical decision-making. | Ìý | |
Sandip George | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Computer ScienceSandip is a research fellow, working with Prof. Simon Arridge. He uses dynamical systems and machine learning for the classification, modelling, and prediction of time series in the ICU. He holds a PhD in Physics from IISER Pune, India. Subsequently he was a postdoc at the UMCG, the Netherlands. | Ìý | |
Manuel Teixeira Cabeleira | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Mechanical EngineeringManuel is a PhD student working on mathematical models for the cardiovascular and respiratory systems aiming to generate virtual twins of ICU patients. His research interests are lumped parameter models, model optimisation and patient specific medicine He graduated in Biomedical Engineering and Computer Science at the University of Coimbra, Portugal | Ìý | |
Thomas Frost | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Institute of Health InformaticsI'm a clinical doctor completing my PhD, supervised by Dr. Steve Harris and Dr. Ken Li. My previous work (as a Masters student) looked at ventilatory phenotypes of intubated patients with COVID-19-related ARDS. Currently, I’m researching reinforcement learning as a means of optimising IV infusions in critical care. | Ìý | |
Ali Septiandri | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Statistical ScienceAli is a PhD student at Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Statistical Science working in data imputation in critical care medicine. He obtained his MSc in Artificial Intelligence fromÌýÌýand his BSc in Informatics fromÌý. | Ìý | |
Victoria Volodina | Ïã¸ÛÁùºÏ²ÊÖÐÌØÍø Clinical Operational Research UnitVictoria is a research fellow in computational statistics on CHIMERA working on a Bayesian graphical model to inform clinicians about oxygen affinity state in critically ill patients. Her research interests span Bayesian statistics, machine learning and decision theory.ÌýÌý | Ìý |
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Professional support
Eric de Silva | Research & Development Manager, IHE | Ìý |
Alice Hardy | Communications and Impact Manager, IHE | Ìý |
Ferdouse Akhter | Marketing and Community Manager, IHE | Ìý |
Julie Taylor | Senior Research Administrator, Clinical Operational Research Unit | Ìý |
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