Cargando…

Topic modeling of maintenance logs for linac failure modes and trends identification

PURPOSE: Medical linear accelerators (linacs) can fail in a multitude of different manners due to complex structures. An unclear identification of failure modes occurring constantly is a major obstacle to maintenance arrangements, thereby may increasing downtime. This study aims to use natural langu...

Descripción completa

Detalles Bibliográficos
Autores principales: Yun, Hongguang, Carlone, Marco, Liu, Zheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8803305/
https://www.ncbi.nlm.nih.gov/pubmed/34842335
http://dx.doi.org/10.1002/acm2.13477