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Development of microcatheter tube extrusion angle estimation system using convolutional neural network segmentation

This study presents a deep learning-based monitoring system for estimating extrusion angles in the manufacturing process of microcatheter tubes. Given the critical nature of these tubes, which are directly inserted into the human body, strict quality control is imperative. To mitigate potential qual...

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Detalles Bibliográficos
Autores principales: Jeong, Seung Hyun, Lee, Sang Heon, Won, Hong-In
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611707/
https://www.ncbi.nlm.nih.gov/pubmed/37891249
http://dx.doi.org/10.1038/s41598-023-45759-z