Image-based identification and DEA-based optimization modeling of antibiotic packaging using unsupervised learning techniques

Source: Plos.org· Phakdee Sukpornsawan, Yutthapoom Meepradist, Titinun Auamnoy, Ureerat Suksawatchon, Somchart Chokchaitam, Suthabordee Muongmee· July 27, 2026
Image-based identification and DEA-based optimization modeling of antibiotic packaging using unsupervised learning techniques

Background Ensuring medication safety requires accurate identification of antibiotic packaging, especially within pharmacy automation and dispensing systems. Advanced imaging and machine learning offer novel avenues for physical package recognition. Objecti…

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