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Choroidal thinning can be assessed through facial video analysis
Qinghua He1, Yi Zhang1, Mengxi Shen2
1Department of Bioengineering, University of Washington, Seattle, WA, USA.
Facial video analysis can non-invasively assess choroidal thinning, a key indicator of eye health. This method correlates facial blood flow with choroidal thickness (CT), aiding in the detection of conditions like age-related macular degeneration (AMD).
Area of Science:
- Ophthalmology
- Dermatology
- Medical Imaging
- Biophotonics
Background:
- Skin features offer insights into various medical conditions and health monitoring.
- This study introduces a novel strategy for evaluating choroidal thinning using facial skin video analysis.
Purpose of the Study:
- To develop and validate a method for assessing choroidal thickness (CT) via facial video analysis.
- To correlate facial hemodynamics with macular choroidal thickness measurements.
Main Methods:
- Collected facial videos from 48 participants with age-related macular degeneration (AMD) and 12 healthy controls.
- Analyzed videos using trans-angiosomes imaging photoplethysmography (TaiPPG) to derive facial imaging biomarkers.
- Correlated biomarkers with choroidal thickness (CT) measured by swept-source optical coherence tomography (SS-OCT).
Main Results:
- Significant correlations were found between blood pulsation amplitude (BPA) in facial angiosomes and macular CT (r values ranging from -0.40 to -0.56, P<0.01).
- The facial video analysis tool demonstrated effectiveness in distinguishing between normal and thinned choroidal cases (AUCs 0.69-0.79) using a 200 µm CT threshold.
Conclusions:
- Established a link between choroidal blood flow and facial skin hemodynamics.
- Highlights the potential of accessible skin imaging for predicting vascular diseases.
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