Near infrared image processing to quantitate and visualize oxygen saturation during vascular occlusion
B Jalil1, O Salvetti1, L Potì2
1Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" CNR, Pisa, Italy.
Computer Methods and Programs in Biomedicine
|January 5, 2016
Summary
This study used near-infrared spectroscopy (NIRS) imaging to assess spatial heterogeneity in hand skin microcirculation. NIRS imaging shows potential for evaluating skin diseases and microcirculatory dysfunction.
Area of Science:
- Biomedical optics
- Medical imaging
- Physiology
Background:
- Assessing microcirculation spatial heterogeneity in hand skin is crucial for understanding tissue oxygenation.
- Near-infrared spectroscopy (NIRS) offers a non-invasive method for evaluating tissue oxygenation.
- Existing methods may lack the resolution to capture fine details of microcirculatory changes.
Purpose of the Study:
- To assess microcirculation spatial heterogeneity on the hand skin using NIRS-based 2D imaging.
- To develop and validate a method for analyzing NIRS images to identify regional differences in blood flow control.
- To explore the clinical potential of NIRS imaging in evaluating skin disease and microcirculatory dysfunction.
Main Methods:
- Acquisition of hemoglobin oxygen saturation images using a dedicated NIRS camera during baseline, ischemia, and reperfusion.
- Application of wavelet transform-based multiscale analysis for edge detection in NIRS images.
- Segmentation of hand skin regions using a thresholding-based region growing approach.
Main Results:
- The study successfully acquired and processed NIRS images to visualize hemoglobin oxygen saturation.
- Wavelet transform and region growing effectively segmented different areas of the hand skin under various conditions.
- The analysis revealed differences in microcirculatory control of blood flow across different hand skin regions.
Conclusions:
- NIRS-based 2D imaging is a viable non-invasive technique for assessing microcirculation spatial heterogeneity.
- The developed image analysis methods can differentiate regional microcirculatory responses.
- NIRS imaging holds promise for the clinical evaluation of skin conditions and microcirculatory impairments.
Keywords:
Edge detectionMultiscale analysisNear-infrared spectrumOxygen saturationRegion growingSegmentationMore Related Videos
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