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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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Dades bibliogràfiques
Publicat a:Biomed Opt Express
Autors principals: Chen, Xue, Zhang, Yao, Li, Xiaohui, Yang, Ziheng, Liu, Aichun, Yu, Xin
Format: Artigo
Idioma:Inglês
Publicat: Optical Society of America 2021
Matèries:
Accés en línia: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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