visionMC: A Low-Cost AI System Using Facial Recognition and Voice Interaction to Optimize Primary Care Workflows

This pilot study evaluated the visionMC system, a low-cost artificial intelligence system integrating HOG-based facial recognition and voice notifications, for workflow optimization in a family medicine practice. Implemented on a Raspberry Pi 4, the system was tested over two weeks with 50 patients....

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Hlavní autoři:	Marius Cioca, Adriana Lavinia Cioca
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2026-01-01
Edice:	Inventions
Témata:	artificial intelligence facial recognition workflow optimization embedded systems voice interaction
On-line přístup:	https://www.mdpi.com/2411-5134/11/1/6
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