Texture Analysis of Near-Infrared Vein Images During Reactive Hyperemia in Healthy Subjects

Venous perfusion plays a crucial role in vascular health, yet functional assessment of superficial veins remains limited. Near-infrared reflectance imaging (NIRI) devices, commonly used for vein visualization, may offer untapped potential in this context. We investigated whether texture analysis (TA) applied to NIRI-based vein finder images can detect dynamic changes in superficial venous structure during reactive hyperemia. Fourteen healthy adults underwent a suprasystolic occlusion protocol, with real-time images acquired from the hand dorsum. From defined regions of interest, we extracted classical texture parameters (e.g., contrast, correlation, entropy, energy, fractal dimension, and lacunarity) and vein width. While vein width significantly increased during occlusion (p < 0.001), most individual texture parameters remained stable. Notably, correlation increased during occlusion (p = 0.023), and lacunarity decreased during recovery (p = 0.024). We developed composite indices combining texture and morphological features. Entropy-to-width and correlation-to-width ratios decreased during occlusion (p < 0.001), while total entropic content rose (p < 0.001). A modest increase in the correlation-to-entropy ratio during recovery (p = 0.026) suggested delayed reorganization of venous texture. These findings indicate that TA of vein finder images captures functional vascular responses beyond morphology alone. Composite parameters enhance sensitivity and may support the development of non-invasive, low-cost tools for assessing venous function.

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Publication Details

Journal
Applied Sciences
Published
2025-05-20
DOI
https://doi.org/10.3390/app15105702
Citations
1
Primary Topic
Infrared Thermography in Medicine
Type
article
Field-Weighted Citation Impact
1.36

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article

Texture Analysis of Near-Infrared Vein Images During Reactive Hyperemia in Healthy Subjects

Henrique Silva, Carlota Rezendes
1 citations
Applied Sciences
Infrared Thermography in Medicine
1.36
article

Texture Analysis of Near-Infrared Vein Images During Reactive Hyperemia in Healthy Subjects

Henrique Silva, Carlota Rezendes
article en
1 citations

Abstract

Venous perfusion plays a crucial role in vascular health, yet functional assessment of superficial veins remains limited. Near-infrared reflectance imaging (NIRI) devices, commonly used for vein visualization, may offer untapped potential in this context. We investigated whether texture analysis (TA) applied to NIRI-based vein finder images can detect dynamic changes in superficial venous structure during reactive hyperemia. Fourteen healthy adults underwent a suprasystolic occlusion protocol, with real-time images acquired from the hand dorsum. From defined regions of interest, we extracted classical texture parameters (e.g., contrast, correlation, entropy, energy, fractal dimension, and lacunarity) and vein width. While vein width significantly increased during occlusion (p < 0.001), most individual texture parameters remained stable. Notably, correlation increased during occlusion (p = 0.023), and lacunarity decreased during recovery (p = 0.024). We developed composite indices combining texture and morphological features. Entropy-to-width and correlation-to-width ratios decreased during occlusion (p < 0.001), while total entropic content rose (p < 0.001). A modest increase in the correlation-to-entropy ratio during recovery (p = 0.026) suggested delayed reorganization of venous texture. These findings indicate that TA of vein finder images captures functional vascular responses beyond morphology alone. Composite parameters enhance sensitivity and may support the development of non-invasive, low-cost tools for assessing venous function.

Applied SciencesVol. 15(10)
University of Lisbon (PT)
Universidade de Lisboa
Openalex Percentile: Top 20%
Infrared Thermography in Medicine
1.36
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Texture Analysis of Near-Infrared Vein Images During Reactive Hyperemia in Healthy Subjects — Henrique Silva, Carlota Rezendes · Applied Sciences (2025) | TGRS Research Map | TGRS