Cardiovascular Magnetic ResonanceOpen OpportunitiesThe aim of this project is to develop an approach based on physics-based graph neural networks to generate digital twins from PC-MRI data. - Artificial Intelligence and Signal and Image Processing, Biomedical Engineering, Fluidization and Fluid Mechanics, Turbulent Flows
- Master Thesis
| This project aims at developing a machine learning approach (for example, using convolutional neural networks) for localizing and tracking anatomical landmarks from cardiac MR images. - Biomedical Engineering, Electrical and Electronic Engineering
- Master Thesis
| The aim of the project is to investigate the benefits, requirements and drawbacks of physics informed neural networks in the context of personalised cardiac and cardiovascular models - Biomechanical Engineering, Clinical Engineering, Computation Theory and Mathematics, Fluidization and Fluid Mechanics, Neural Networks, Genetic Alogrithms and Fuzzy Logic, Simulation and Modelling
- Master Thesis
| The project focuses exploiting generative AI to build synthetic numerical phantom for cardiac anatomy and function suitable for representing population variability. - Biomechanical Engineering, Information, Computing and Communication Sciences
- Master Thesis
| The project aims to modernize and improve the process of medical image registration, currently performed through a method known as pTV. Offering a unique combination of numerical programming and practical software implementation, this project promises visibility and application in the ever-evolving field of medical imaging technology. Suitable as a semester-long or master's project. - Computer Software, Medical and Health Sciences
- Bachelor Thesis, Course Project, ETH Zurich (ETHZ), Lab Practice, Master Thesis, Semester Project
| The aim of this project is to develop a camera-based solution for motion correction of cerebrovascular 4D flow MRI, including hardware development and (deep learning-based) data analysis. - Biomedical Engineering, Computer Vision
- Bachelor Thesis, Master Thesis
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