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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Malak Baslyman

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Review Open access Aug 2026

When is rPPG physiologically valid for stress and workload monitoring? A PRISMA-ScR scoping review

The reviewed evidence indicates that rPPG supports robust non-contact heart-rate estimation, while HRV/PRV reliability degrades under head motion, illumination variability, and short analysis windows commonly used for stress inference.

Arshad Nasser, Malak Baslyman, Sami El-Ferik · 0 citations

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