Difference between revisions of "Project Week 25/Segmentation for improving image registration of preoperative MRI with intraoperative ultrasound images for neuro-navigation"
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| − | + | *Segmented multiple anatomical structures/landmarks in both MRI and Ultrasound (US) images, using machine learning algorithms (applicability of Deep Learning algorithms is currently | |
| − | using machine learning algorithms (applicability of Deep Learning algorithms is currently | ||
tested). | tested). | ||
| − | + | *The next step would be to analyze the improvement of registration quality with different segmentations/generated landmarks in order to adapt the segmentation algorithms. | |
| − | The next step would be to analyze the improvement of registration quality with different segmentations/generated landmarks in order to adapt the segmentation algorithms. | ||
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<!-- Approach and Plan bullet points --> | <!-- Approach and Plan bullet points --> | ||
| − | Starting from multi-modal image segmentation in preopertive MRI and intraoperative Ultrasound images, | + | *Starting from multi-modal image segmentation in preopertive MRI and intraoperative Ultrasound images, |
it would be to discuss in which "form" one or multiple segmented structures should influence the registration result. | it would be to discuss in which "form" one or multiple segmented structures should influence the registration result. | ||
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==Illustrations== | ==Illustrations== | ||
| − | [[ | + | [[image:RegistrationInNeuroNavigationSystem.png|500px]] |
Using segmented structures as guiding frame for multi-modal image registration: | Using segmented structures as guiding frame for multi-modal image registration: | ||
| − | [[ | + | [[image:MultimodalImageSegmentation3.png|500px]] |
==Background and References== | ==Background and References== | ||
<!-- Use this space for information that may help people better understand your project, like links to papers, source code, or data --> | <!-- Use this space for information that may help people better understand your project, like links to papers, source code, or data --> | ||
Revision as of 12:33, 20 June 2017
Home < Project Week 25 < Segmentation for improving image registration of preoperative MRI with intraoperative ultrasound images for neuro-navigationBack to Projects List
Key Investigators
- Jennifer Nitsch (University of Bremen, Germany)
- Scheherazade Kraß (University of Bremen, Germany)
Project Description
| Objective | Approach and Plan | Progress and Next Steps |
|---|---|---|
tested).
|
it would be to discuss in which "form" one or multiple segmented structures should influence the registration result.
|
Illustrations
Using segmented structures as guiding frame for multi-modal image registration:
