Ambre Bertrand
CDT Student
My DPhil aims to improve our understanding of cardiac abnormalities in type 2 diabetes, a major risk factor for cardiovascular disease, using a combination of statistical methods and multi-scale cardiac modelling and simulation applied to clinical data from the UK Biobank (primarily ECG and imaging). My supervisors are Prof. Blanca Rodriguez, Prof. Vicente Grau and Dr. Julia Camps.
I have an interdisciplinary engineering-based background; I completed my MEng in Engineering Science at the University of Oxford where I specialised in biomedical signal processing, image analysis and machine learning, with a Master's project in cancer radiomics. I’ve held research intern positions in medical data science and modelling including at the Oxford Institute of Biomedical Engineering; a medical device start up; and the University of California, San Diego jointly with Simula Research Laboratory, Norway.
When I am not behind my computer screen, I love spending time outdoors, swimming, cycling, running, reading, and cooking with/for my friends and family!
Recent publications
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Sex-specific cardiometabolic multimorbidity, metabolic syndrome and left ventricular function in heart failure with preserved ejection fraction in the UK Biobank.
Journal article
Bertrand A. et al, (2025), Cardiovascular diabetology, 24
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T-World: A highly general computational model of a human ventricular myocyte.
Preprint
Tomek J. et al, (2025)
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Correction: Multi-modal characterisation of early-stage, subclinical cardiac deterioration in patients with type 2 diabetes.
Journal article
Bertrand A. et al, (2025), Cardiovascular diabetology, 24
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Augmentation of Cardiac Ischemic Geometry for Improving Machine Learning Performance in Arrhythmic Risk Stratification
Chapter
Bertrand A. et al, (2024), Simula SpringerBriefs on Computing, 39 - 53
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ECG analysis of ventricular fibrillation dynamics reflects ischaemic progression subject to variability in patient anatomy and electrode location.
Journal article
Martinez-Navarro H. et al, (2024), Frontiers in cardiovascular medicine, 11