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Machine learning applied to near-infrared spectra for clinical pleural effusion classification

Lung cancer patients with malignant pleural effusions (MPE) have a particular poor prognosis. It is crucial to distinguish MPE from benign pleural effusion (BPE). The present study aims to develop a rapid, convenient and economical diagnostic method based on FTIR near-infrared spectroscopy (NIRS) co...

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Detalles Bibliográficos
Autores principales: Chen, Zhongjian, Chen, Keke, Lou, Yan, Zhu, Jing, Mao, Weimin, Song, Zhengbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8093263/
https://www.ncbi.nlm.nih.gov/pubmed/33941795
http://dx.doi.org/10.1038/s41598-021-87736-4