Dr Sina Saffaran

Dr Sina Saffaran
Associate Professor
Royal Academy of Engineering Research Fellow
sina dot saffaran dot 1 at warwick dot ac dot uk
Interdisciplinary Collaboration in Systems Medicine (ICSMLink opens in a new window)
At ICSM, our vision is to improve patient outcomes by integrating engineering principles into respiratory support and critical care. We combine expertise from control systems engineering, biomedical engineering, computational modelling, artificial intelligence and clinical science to develop innovative tools and personalised treatment strategies.
Visit our webpage hereLink opens in a new window to learn more about the team and our ongoing projects.
Education
2020 - PhD Biomedical Engineering, 天美传媒, UK
2015 - MSc Advanced Control and Systems Engineering, University of Sheffield, UK
2013 - BSc Electrical Engineering – Control, Iran University of Science and Technology, Iran
Biography
His research focuses on the application of computational and mechanistic modelling, artificial intelligence and control engineering to critical care medicine. Building on his background in control systems, he develops high-fidelity physiological models and patient-specific digital twins to better understand disease progression, predict responses to clinical interventions and support personalised treatment. A major focus of his work is the development of intelligent and automated mechanical ventilation strategies for critically ill patients, combining physiological modelling, machine learning and high-performance computing. His research involves close collaboration with clinical and industrial partners, aiming to translate advances in computational engineering into practical technologies for improving patient care.
News
Research Interests
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Systems Medicine
- Computer simulations for mechanistic modelling of the cardiopulmonary system
- Digital Twins – Personalised simulation and control technologies for critical care
- Invasive and noninvasive mechanical ventilation of critically ill patients
- Applications of AI in critical care
Teaching Interests
- : Nonlinear Control and Reinforcement Learning
- : Advanced Control Systems
- : Systems Modelling and Control
- : BEng Final Project Supervision