PhD in Lower-Field Cardiac MRI & ML Imaging

Immigration Policy Lab; Zürich; Vor Ort; CHF 47.000 - 65.000; Vollzeit

Zusammenfassung

ETH Zürich invites applications for a Doctoral Position in lower-field cardiac MRI within the CMR group of the Institute for Biomedical Engineering. The project focuses on MR pulse sequence design, image reconstruction, and data inference to advance time-resolved heart imaging using physics-informed machine learning.

Rockefeller-style simulations and volunteer studies will be conducted alongside clinical collaboration.

Qualifikationen

• MSc in a relevant field with strong grades.
• Interest in medical imaging physics, signal and data processing.
• Strong programming skills in C, MATLAB/Python, and TensorFlow/PyTorch.

Aufgaben

• Design MR pulse sequences and image reconstruction methods.
• Perform numerical simulations and experimental measurements.
• Collaborate with clinical partners to collect data for digital twins.

Kenntnisse

MR imaging

signal processing

Python

C

TensorFlow/PyTorch

Ausbildung

Master of Science in Electrical Engineering, Biomedical Engineering, Computer Science or Physics

Tools

MATLAB

Python

TensorFlow/PyTorch

Jobbeschreibung

ETH Zürich invites applications for a Doctoral Position in lower-field cardiac MRI within the CMR group of the Institute for Biomedical Engineering. The project focuses on MR pulse sequence design, image reconstruction, and data inference to advance time-resolved heart imaging using physics-informed machine learning.

Rockefeller-style simulations and volunteer studies will be conducted alongside clinical collaboration.