학술논문

Robotic Repositioning of Photoacoustic Tomography for Reproducible Long-Term Monitoring of Peripheral Artery In Vivo
Document Type
Periodical
Source
IEEE Transactions on Medical Robotics and Bionics IEEE Trans. Med. Robot. Bionics Medical Robotics and Bionics, IEEE Transactions on. 6(2):410-418 May, 2024
Subject
Bioengineering
Robotics and Control Systems
Computing and Processing
Robots
Phantoms
Imaging
Probes
Visualization
Robot sensing systems
Feature extraction
Robotic-assisted photoacoustic imaging
reproducible disease surveillance
robotic visual servoing
peripheral artery disease
Language
ISSN
2576-3202
Abstract
This paper presents a robotic arm assisted photoacoustic tomography imager that employs a direct visual servoing-enabled repositioning strategy designed for reproducible surveillance of peripheral arterial disease (PAD) progression. The system ensures precise repositioning of the cross-sectional location of the vessel of interest, allowing consistent measurements to track PAD progression and response to treatment. This strategy overcomes the difficulty of obtaining cross-sectional images of the same vessel at different monitoring intervals due to operator variability. In addition, the acquisition of high-resolution, high-contrast vessel images helps to clearly delineate long-term changes in the vasculature. To evaluate the effectiveness of the proposed experimental configurations and algorithms, we performed two sets of vascular phantom experiments and one set of servo-imaging experiments on human lower extremity vessels. The experimental results show 100% similarity for all three sets of grid segmentation comparisons, while the pixel-wise comparison similarity is 99.3% for the first set, 97.4% for the second set, and 98.9% for the in vivo experimental set. These results are important for monitoring the progression of PAD and predicting the risk of cardiovascular disease.