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Author

Michał Kopczyński

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Open access Jul 2026

A Human-Centric MLOps Blueprint for Visual Quality Control as a Service in an Open Access Platform

An implementation-grounded Open Access Platform (OAP) blueprint and audit protocol for visual quality control as a service that supports semantic traceability, controlled promotion and rollback, human accountability and Industry 5.0-aligned industrial AI governance without overstating the completed evidence.

Krzysztof Wołk, Jacek Niklewski, Marek S. Tatara et al. · 0 citations
Review Open access Jul 2026

Multimodal Wearable Biosensing and Edge AI for Personalized Health: A Comprehensive Review

This review synthesizes current advances across general biosensor platforms, vital-sign monitoring, biochemical sweat sensing, motion and biomechanics sensing, and edge AI/data analytics and identifies the wearable biosensing strategies most likely to progress from promising laboratory demonstrations to reliable person...

Krzysztof Wołk, Jacek Niklewski, Marek S. Tatara et al. · 0 citations

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