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

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

Abstract 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...

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Bibliographic Details
Main Authors: Zhongjian Chen, Keke Chen, Yan Lou, Jing Zhu, Weimin Mao, Zhengbo Song
Format: Article
Language:English
Published: Nature Publishing Group 2021-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-87736-4

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