Job summary
Imperial College London's National Heart and Lung Institute seeks a Bioengineering Researcher Engineer to join the Cardiac Electro-Mechanics Research Group (www.cemrg.com). This role involves data acquisition, signal processing, image analysis, anatomical modelling, inverse problems, model surrogates & calibration and multi-scale cardiac electrophysiology modelling & simulation. The ideal candidate will work collaboratively with a team of...
Job description
Job summary
Imperial College London's National Heart and Lung Institute seeks a Bioengineering Researcher Engineer to join the Cardiac Electro-Mechanics Research Group (www.cemrg.com). This role involves data acquisition, signal processing, image analysis, anatomical modelling, inverse problems, model surrogates & calibration and multi-scale cardiac electrophysiology modelling & simulation. The ideal candidate will work collaboratively with a team of developers, remote and local cardiologists, and algorithm developers. The goal of this project is to create foetal cardiac digital twins that monitor, track, and forecast foetal electrophysiology.
Duties and responsibilities
In Cardiac Electro-Mechanics Research Group you will:
Collaborate with a team of developers to design and implement software for interpreting foetal ECG signals through patient-specific cardiac models.
- Apply advanced techniques in image analysis, neural networks, and mesh operations to develop accurate algorithms for image analysis and simulating maternal and foetal hearts.
- Work closely with medical imaging and diagnostic datasets to extract essential information required for detailed heart analysis and simulations.
- Contribute to refining and improving existing software tools, ensuring robustness, efficiency, and accuracy in simulating the heart.
Essential requirements
- PhD in applied mathematics, engineering, computer science or a closely related discipline, or equivalent research, industrial or commercial experience.
- Experience in working with medical images, building patient-specific models, running, and analysing simulations.
- Experience with medical image processing, signal processing, and mesh operations.
- Excellent collaboration and communication skills within a team-oriented environment.
Experience with machine learning libraries (PyTorch, Tensorflow or keras), emulation, Bayesian calibration and finite element models are desirable
Further information
This project is about developing a workflow to use modelling and simulation to better interpret foetal ECG’s to optimise measurements, optimise signal processing and understand the uncertainty in the analysis process.
This is a full time position (35h/w) and
Should you require any further details on the role please contact: Professor Steven Niederer, [email protected]
The College is currently trialling a Work Location Framework until early 2023. Hybrid working may be considered for this role and the role holder may be expected to work 60% or more of their time onsite, with 40% the minimum time spent onsite. The opportunity for hybrid working will be discussed at interview
Documents
Similar Positions
-
Mrc Postdoctoral Research Scientist Lms 2403 , Medical Research Council, United Kingdom, about 3 hours ago
View Vacancy -- MRC Postdoctoral Research Scientist LMS 2403 Open Date 22/04/2024, 11:00 Close Date 12/05/2024, 23:55 Research Institute 1 MRC Laboratory of Medical Sciences Research Institute /...
-
Research Associate At The Centre For Developmental Neurobiology Internal Only, King's College London, United Kingdom, 18 days ago
Job id: 087365. Salary: £43,205 - £50,585 per annum, including London Weighting Allowance. Posted: 05 April 2024. Closing date: 11 April 2024. Business unit: IoPPN. Department: Developmental Neur...
-
Research Technician, University of London, United Kingdom, about 16 hours ago
Department: William Harvey Research Institute Salary: £27,979 per annum (Grade 2) Reference: 2117 Location: Charterhouse Square Date posted: 22 April 2024 Closing date: 7 May 2024 Further details ...
-
Teacher Of Film & Tv (Post Production) , ;, United Kingdom, 2 days ago
About the role We are seeking to appoint a talented Film and Television Teacher for September 2024. We want you to inspire students to understand and love your subject, achieve outstanding results...
-
Research Associate At The Centre For Developmental Neurobiology, King's College London, United Kingdom, 1 day ago
Job id: 087206. Salary: £43,205 - £50,585 per annum, including London Weighting Allowance. Posted: 03 April 2024. Closing date: 10 May 2024. Business unit: IoPPN. Department: Developmental Neurob...
-
Teacher Of Film & Tv (Animation) , ;, United Kingdom, 2 days ago
We are seeking to appoint a talented Film and Television (Animation) teacher for September 2024. We want you to inspire students to understand and love your subject, achieve outstanding results an...