An Algorithm using Artifact Features for Needle Tip Localization in Interventional MRI
Motivation: Needle tip localization is crucial for accurate and safe image-guided intervention, especially for real-time interventional MRI. Goal(s): To develop an algorithm that utilizes artifact features of the needle tip as prior information for needle tip localization. Approach: Combines target tracking and template matching techniques for accurate needle tip localization. Results: The algorithm's performance has been evaluated using both simulation and physical models. Validation results demonstrate that the algorithm enables fast identification, stable tracking, and highly precise needle tip localization. Impact: This needle tip localization method, leveraging artifact features as prior information, opens up new possibilities for the development of needle localization and tracking algorithms based on artifacts.
Authors
- Shijie Hong (ORCID: https://orcid.org/0000-0001-7702-4711)
- Yuan Feng (ORCID: https://orcid.org/0009-0007-9077-5115)
- He Zhao (ORCID: https://orcid.org/0009-0007-0591-9904)
- Guang-Zhong Yang
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/0457
- Primary Topic
- Medical Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00