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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...
Autores principales: | Yun, Hongguang, Carlone, Marco, Liu, Zheng |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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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 |
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