Caroline Roney

Dr. Caroline Roney is a researcher at King's College London, specializing in computational cardiac electrophysiology and arrhythmia mechanisms. Her work intersects cardiology, medical imaging, and computational modeling, with a focus on atrial fibrillation and fibrosis quantification.

• PhD in Mathematical Modeling of Cardiac Bioelectrical Activity (University of Graz)
• MSc in Computational Modeling (Federal University of Juiz de Fora)
• BSc in Computer Science (Federal University of Juiz de Fora)

Research interests include:

• Computational modeling of cardiac electrophysiology
• Role of tissue structure in arrhythmia
• Cardiac imaging techniques (MRI, CT)
• Deep learning for arrhythmia prediction
• Scar-related ventricular tachycardia analysis
• Cardiac resynchronization therapy

Her recent publications focus on cohort studies, image processing, and modeling arrhythmia dynamics using Gaussian processes and 3D heart meshes. She leads the MRC-funded project Predicting Atrial Fibrillation Mechanisms Through Deep Learning (2018-2022) and contributed to datasets like the Human Atrial Fibre Atlas.