Project type: klinisches Anwendungsprojekt (im Bachelor oder Master-Nebenfach Medizin) / Bachelorarbeit / Masterarbeit
Advisor: Nassir Navab
Supervision by: Dr. Diana Mateus, Dr. Stefanie Demirci
Figure 1: Detection and visualisation of a catheter in an image guided neurological intervention
Fluoroscopic images are used in intravascular guided interventions to help physicians steer the tools towards a desired location. The goal of this project is to use state of the art image processing and modelling techniques in order to separate the background from the tools, thereby improving their visualisation for easier guidance. The challenges we want to address are both the low signal to noise ratio as well as the deformations caused by motion, e.g. respiratory and/or cardiac.
The difficulty of the project will be adapted to an IDP, Bachelor or Master Thesis.
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Title: | Detection of interventional tools in moving images |
Abstract: | Fluoroscopic images are used in intravascular guided interventions to help physicians steer the tools towards a desired location. The goal of this project is to use state of the art image processing and modelling techniques in order to separate the background from the tools, thereby improving their visualisation for easier guidance. The challenges we want to address are both the low signal to noise ratio as well as the deformations caused by motion, e.g. respiratory and/or cardiac. |
Student: | |
Director: | Prof. Dr. Nassir Navab |
Supervisor: | Dr. Diana Mateus, Dr. Stefanie Demirci |
Type: | DA/MA/BA |
Area: | Registration / Visualization, Machine Learning, Medical Imaging, Computer Vision |
Status: | finished |
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Thesis (optional): | |
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