Postdoctoral Researcher in Medical Imaging: The Department of Molecular Medicine and Surgery (MMK) and the Cardiovascular Magnetic Resonance (CMR) Group at Karolinska Institutet seek a Postdoctoral Researcher to collaborate on advancing hemodynamic risk prediction using four-dimensional flow magnetic resonance imaging (4D Flow MRI) through generative machine learning techniques. The successful candidate will work under the supervision of Dr. David Marlevi and co-workers to develop and evaluate data-driven imaging networks and processing algorithms, aiming to enhance cardiovascular diagnosis and prognosis.
Postdoctoral Researcher in Generative Machine Learning for Medical Imaging
Designation: Postdoctoral Researcher
Research Area: Generative Machine Learning for Medical Imaging
Location: Stockholm, Sweden
Eligibility/Qualification:
- PhD in scientific machine learning, medical imaging, fluid mechanics, or related fields.
- Proficiency in programming languages such as TensorFlow or PyTorch.
- Experience in neural network implementations, particularly in medical applications.
- Strong communication skills in English; proficiency in Swedish is advantageous.
- Ability to work independently and collaboratively in an international research team.
Job Description: The Postdoctoral Researcher will focus on advancing quantitative 4D Flow MRI through generative machine learning techniques, specifically targeting super-resolution conversion using dedicated neural networks. Responsibilities include enhancing existing discriminatory networks, exploring generative or physics-informed networks, and evaluating developed utilities in clinical and experimental settings. The researcher will contribute to ongoing projects, collaborate with clinical colleagues, and publish findings in leading journals.
How to Apply: Interested candidates should submit the following documents in English or Swedish through the Varbi recruitment system:
- Complete resume
- List of publications
- Summary of current work (one page maximum)
Last Date for Apply: April 7, 2024
Contact: For inquiries, please contact: Dr. David Marlevi, Principal Investigator, david.marlevi@ki.se
Additional Information:
- Type of Employment: Temporary position
- Contract Type: Full-time
- Number of Positions: 1
- City: Stockholm
- County: Stockholms län
- Country: Sweden
- Reference Number: STÖD 2-1150/2024
- Published: March 13, 2024
- Last Application Date: April 7, 2024, 11:59 PM CEST
Join our team and contribute to groundbreaking research in medical imaging, advancing cardiovascular disease diagnostics, and improving patient care.
