Identification of biomarkers by machine learning classifiers to assist diagnose rheumatoid arthritis-associated interstitial lung disease

Identification of biomarkers by machine learning classifiers to assist diagnose rheumatoid arthritis-associated interstitial lung disease

Abstract Background This study aimed to search for blood biomarkers among the profiles of patients with RA-ILD by using machine learning classifiers and probe correlations between the markers and the characteristics of RA-ILD. Methods A total of 153 RA patients were enrolled, including 75 RA-ILD and...

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Bibliographic Details
Main Authors: Yan Qin, Yanlin Wang, Fanxing Meng, Min Feng, Xiangcong Zhao, Chong Gao, Jing Luo
Format: Article
Language:English
Published: BMC 2022-05-01
Series:Arthritis Research & Therapy
Subjects:
Interstitial lung disease
Rheumatoid arthritis
Krebs von den Lungen-6
D-dimer
Tumor markers
Machine learning algorithm
Online Access:https://doi.org/10.1186/s13075-022-02800-2

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