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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...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Biomed Opt Express
Päätekijät: Chen, Xue, Zhang, Yao, Li, Xiaohui, Yang, Ziheng, Liu, Aichun, Yu, Xin
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Optical Society of America 2021
Aiheet:
Linkit: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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