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Diagnosis and staging of multiple myeloma using serum-based laser-induced breakdown spectroscopy combined with machine learning methods

Diagnosis and staging of multiple myeloma (MM) have been achieved using serum-based laser-induced breakdown spectroscopy (LIBS) in combination with machine learning methods. 130 cases of serum samples collected from registered MM patients in different progressive stages and healthy controls were dep...

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Detalhes bibliográficos
Publicado no:Biomed Opt Express
Main Authors: Chen, Xue, Zhang, Yao, Li, Xiaohui, Yang, Ziheng, Liu, Aichun, Yu, Xin
Formato: Artigo
Idioma:Inglês
Publicado em: Optical Society of America 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8221939/
https://ncbi.nlm.nih.gov/pubmed/34221680
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.421333
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