Prediction of serum anti-HSP27 antibody titers changes using a light gradient boosting machine (LightGBM) technique

Abstract Previous studies have proposed that heat shock proteins 27 (HSP27) and its anti-HSP27 antibody titers may play a crucial role in several diseases including cardiovascular disease. However, available studies has been used simple analytical methods. This study aimed to determine the factors t...

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Bibliographic Details
Main Authors: Nasrin Talkhi, Mehdi Jabbari Nooghabi, Habibollah Esmaily, Saba Maleki, Mojtaba Hajipoor, Gordon. A. Ferns, Majid Ghayour-Mobarhan
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-39724-z