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ETH Zurich

PhD Student in Magnetic Resonance 5D Flow Tensor Imaging

Unspecified
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ETH Zurich is one of the leading international universities for technology and the natural sciences. It is well known for its excellent education, ...

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PhD Student in Magnetic Resonance 5D Flow Tensor Imaging

The CMR group at the Institute for Biomedical Engineering develops Magnetic Resonance (MR) technology and methods to assess the cardiovascular system. We devise the next generation of diagnostic tools for quantification of blood flow, organ perfusion, metabolism and function, tissue composition, microstructure and mechanics. The group exploits principles from physics, electrical engineering and computer science to design highly efficient and sensitive imaging and inference approaches to help guide diagnosis and treatment in cardiovascular patients.

Project background

Our research has demonstrated approaches to quantify turbulent blood velocities using advanced 4D and 5D MR phase-contrast tensor imaging and its clinical application has proven added value of assessing the hemodynamic performance in heart valve patients. A comprehensive simulation environment has been created including approaches of flow data synthesis, MR physics simulations, and learning-based image reconstruction and data inference, which form an important basis for further developments.

Job description

The position to fill involves MR simulations, pulse sequence design, advanced data reconstruction and processing including machine learning to derive average and stochastic properties of blood flow in the the heart and great vessels to aid diagnosis and treatment of cardiovascular diseases. Particular aims are to improve the efficiency, accuracy and precision of velocity encoding and reconstruction through the use of optimal experimental design and learning-based image reconstruction and information inference.

We offer

Available resources include the full range of programmable experimental and clinical MR equipment (0.75, 1.5, 3 and 7T) fully dedicated to research, state-of-the-art local and scalable cloud-based compute infrastructure (CPU, GPU) and workshops for mechanical, electrical and electronic development projects. Long-standing and very successful cooperations with clinical partners (cardiology, radiology) offer opportunities for testing and data collection in real-world applications.

Your profile

You hold a Master of Science degree in:

  • electrical engineering
  • biomedical engineering
  • mechanical engineering
  • computer science or
  • physics with first class grades.

The candidate presents with a keen interest in biomedical imaging physics, signal and data processing, and applications of cutting-edge imaging and data processing technology. Very good programming skills (Matlab/Python, TensorFlow, C) and interest in both theoretical and practical work are a premise. The ability to develop own lines of thought, critically interpret data and a drive to innovate are key requirements. Open mindedness and team player skills round off the profile.

ETH Zurich

ETH Zurich is one of the world’s leading universities specialising in science and technology. We are renowned for our excellent education, cutting-edge fundamental research and direct transfer of new knowledge into society. Over 30,000 people from more than 120 countries find our university to be a place that promotes independent thinking and an environment that inspires excellence. Located in the heart of Europe, yet forging connections all over the world, we work together to develop solutions for the global challenges of today and tomorrow.

Interested?

Please submit your application online including:

  • a motivation letter
  • a detailed CV
  • study subjects including grades and
  • contact information of two referees

For further information about the position and the group please contact Prof Dr Sebastian Kozerke by e-mail: kozerke@biomed.ee.ethz.ch or visit our websites www.cmr.ethz.ch. Please note that we exclusively accept applications submitted through our online application portal. Applications via email or postal services will not be considered.

In line with our values, ETH Zurich encourages an inclusive culture. We promote equality of opportunity, value diversity and nurture a working and learning environment in which the rights and dignity of all our staff and students are respected. Visit our Equal Opportunities and Diversity website to find out how we ensure a fair and open environment that allows everyone to grow and flourish.

Lisätietoa työpaikasta

Otsikko
PhD Student in Magnetic Resonance 5D Flow Tensor Imaging
Työnantaja
Sijainti
Rämistrasse 101 Zürich, Sveitsi
Julkaistu
2022-01-13
Viimeinen hakupäivä
Unspecified
Työpaikan tyyppi
Tallenna suosikiksi Luo Paikkavahti

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Tietoja työnantajasta

ETH Zurich is one of the leading international universities for technology and the natural sciences. It is well known for its excellent education, ...

Käy työnantajan sivulla

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