Postdoctoral Deep Learning Scientist for Cardiovascular Imaging

Job title:

Postdoctoral Deep Studying Scientist for Cardiovascular Imaging

Firm

College of Oxford

Job description

We’re searching for a extremely motivated Postdoctoral Researcher to hitch the Division of Cardiovascular Drugs in shut interplay with the Large Information Institute, and work carefully with an interdisciplinary group of machine studying scientists, MR scientists (Prof. SK Piechnik) and cardiologists (Prof. VM Ferreira). Current deep studying breakthroughs have supplied a brand new perspective to rethink distinction enhancement in medical imaging. You’ll develop novel generative AI to boost CMR with out intravenous distinction, to detect myocardial pathologies (particularly diffuse fibrosis) past the present diagnostic capabilities of cardiovascular imaging.Your duties will embody making a major contribution to deep studying methodology for cardiovascular imaging, by creating novel deep studying algorithms, particularly deep generative fashions, to unveil and assess pathological indicators in CMR imaging. Additionally, you will develop and implement the most recent deep studying fashions for CMR imaging and information evaluation, utilizing programming languages corresponding to Python, TensorFlow, Keras and PyTorch.You’re required to carry or be shut to finish the next diploma (DPhil/PhD) in a related space of analysis and have sturdy deep studying and machine studying programming abilities. Expertise in CMR picture processing, good understanding of CMR scanning protocols can be fascinating.It is a full-time appointment on a hard and fast time period contract for 3 years funded by BHF and you may be based mostly on the College of Oxford Centre for Scientific Magnetic Resonance Analysis (OCMR), Stage 0, John Radcliffe Hospital, Oxford, OX3 9DU. Additionally, you will have entry to computing assets, amenities and networking on the Oxford Large Information Institute.Purposes for this emptiness are to be made on-line; you may be required to add a CV and supporting assertion (as much as 2 pages) which explains the way you meet the choice standards for the put up.Solely functions acquired earlier than 12.00 noon on tenth Might 2024 will be thought-about.Interviews are scheduled take to position on thirty first Might 2024.The College is an Equal Alternative Employer£36,024 to £44,263. Grade 7, each year

Anticipated wage

£36024 – 44263 per yr

Location

Oxford

Job date

Wed, 27 Mar 2024 03:14:36 GMT

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