The Color-Clinical Decoupling: Why Perceptual Calibration Fails Clinical Biomarkers in Smartphone Dermatology
Published:Dec 26, 2025 11:19
•1 min read
•ArXiv
Analysis
This article likely discusses the challenges of using smartphone-based image analysis for dermatological diagnosis. The core issue seems to be the discrepancy between how colors are perceived (perceptual calibration) and how they relate to actual clinical biomarkers. The title suggests that simply calibrating the color representation on a smartphone screen isn't sufficient for accurate diagnosis.
Key Takeaways
- •Smartphone-based dermatology faces challenges in accurately representing colors.
- •Perceptual calibration methods may not be sufficient for reliable clinical biomarker assessment.
- •The article likely explores the limitations of current color correction techniques in this context.
Reference
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