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

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 that assoc...

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Detalles Bibliográficos
Autores principales: Talkhi, Nasrin, Nooghabi, Mehdi Jabbari, Esmaily, Habibollah, Maleki, Saba, Hajipoor, Mojtaba, Ferns, Gordon. A., Ghayour-Mobarhan, Majid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10406940/
https://www.ncbi.nlm.nih.gov/pubmed/37550399
http://dx.doi.org/10.1038/s41598-023-39724-z