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Research Fellow in Medical Image Computing
4 months ago
About us
UCL's Department of Computer Science (CS) is a top-ranked Computer Science Department in the UK. In the 2021 Research Excellence Framework (REF) evaluation, UCL Computer Science was ranked second in the UK for research power and first in England.
The Centre for Medical Image Computing (CMIC: ), and Dept. of Computer Science (UCL-CS: ) at University College London (UCL: ) is offering a new post-doctoral research position to work on identifying imaging-based disease subtypes in patients with lung fibrosis.
About the role
The project is to identify imaging features of lung and cystic fibrosis predictive of mortality or decline in lung function tests on computed tomography images at the Centre for Medical Image Computing at UCL.
The duties and responsibilities will include developing algorithms (for example using CNNs) for automatic or semi-automatic extraction of CT features (texture, histogram, structure) on a lobar basis, from lung CT imaging. The candidate will be expected to undertake research and development according to the work-plan of this collaborative project, and in particular to apply scientific rigour to this activity.
The role will be funded until the 31st August 2026 in the first instance.
About you
The candiate should have a completed PhD, or close to obtaining a PhD, in the field of medical image computing, machine learning or related imaging field. The candidate should have experience of working in one or more of the following areas: computational imaging, machine learning, medical image analysis and image registration and experience in scientific programming using Matlab, C, C++, Java or another widely used high-level programming language. A demonstrable record of publications and presentations at scientific meetings is desirable as is experience in applying machine learning techniques (such as random forests, deep neural networks) in imaging and using open-source image analysis libraries (e.g. ITK). Given the nature of the project, experience of working within a clinical environment or closely with medical staff is desirable.
Appointment at Grade 7 is dependent upon having been awarded a PhD; if this is not the case, initial appointment will be at Research Assistant Grade 6B with payment at Grade 7 being backdated to the date of final submission of the PhD thesis.
What we offer
As well as the exciting opportunities this role presents, we also offer some great benefits. Please see link.
Visit to find out more.
Our commitment to Equality, Diversity and Inclusion
As London's Global University, we know diversity fosters creativity and innovation, and we want our community to represent the diversity of the world's talent. We are committed to equality of opportunity, to being fair and inclusive, and to being a place where we all belong. We therefore particularly encourage applications from candidates who are likely to be underrepresented in UCL's workforce. These include people from Black, Asian and ethnic minority backgrounds; disabled people; LGBTQI+ people; and for our Grade 9 and 10 roles, women. You can read more about our commitment to Equality, Diversity and Inclusion here:
Our department holds an Athena SWAN Gold award, in recognition of our commitment and demonstrable impact in advancing gender equality.
