Automated tomographic assessment of structural defects of freeze-dried pharmaceuticals

Autor:	Müller, Patric, Sack, Achim, Dümler, Jens, Heckel, Michael, Wenzel, Tim, Siegert, Teresa, Schuldt-Lieb, Sonja, Gieseler, Henning, Pöschel, Thorsten
Rok vydání:	2024
Předmět:	Condensed Matter - Soft Condensed Matter Physics - Applied Physics
Druh dokumentu:	Working Paper
Popis:	The topology and surface characteristics of lyophilisates significantly impact the stability and reconstitutability of freeze-dried pharmaceuticals. Consequently, visual quality control of the product is imperative. However, this procedure is not only time-consuming and labor-intensive but also expensive and prone to errors. In this paper, we present an approach for fully automated, non-destructive inspection of freeze-dried pharmaceuticals, leveraging robotics, computed tomography, and machine learning. Comment: 20 pages, 6 figures
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2404.11867 Zobrazit plný text záznamu View this record from Arxiv