Design and Validation of a Cyber-Physical Medication Dispensing Platform Integrating Edge AI Verification, Distributed Control, and Cloud Synchronization.

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Title: Design and Validation of a Cyber-Physical Medication Dispensing Platform Integrating Edge AI Verification, Distributed Control, and Cloud Synchronization.
Authors: Phatcharasaksakol B; International School of Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok 10330, Thailand., Sittithanon S; International School of Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok 10330, Thailand., Pianapitham V; International School of Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok 10330, Thailand., Chantrapanichkul V; International School of Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok 10330, Thailand., Tang J; Chulalongkorn School of Integrated Innovation, Chulalongkorn University, Bangkok 10330, Thailand.; Center of Excellence in Disaster and Risk Management Information Systems, Chulalongkorn University, Bangkok 10330, Thailand., Chancharoen R; Department of Mechanical Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok 10330, Thailand.; Center of Excellence for Human-Robot Collaboration and Systems Integration, Chulalongkorn University, Bangkok 10330, Thailand.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jun 16; Vol. 26 (12). Date of Electronic Publication: 2026 Jun 16.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1424-8220
DOI:10.3390/s26123823