Cargando…
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...
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 |
Ejemplares similares
-
Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM)
por: Rufo, Derara Duba, et al.
Publicado: (2021) -
Predicting Metabolite–Disease Associations Based on LightGBM Model
por: Zhang, Cheng, et al.
Publicado: (2021) -
Forecast of the COVID-19 Epidemic Based on RF-BOA-LightGBM
por: Li, Zhe, et al.
Publicado: (2021) -
Optimized LightGBM Power Fingerprint Identification Based on Entropy Features
por: Lin, Lin, et al.
Publicado: (2022) -
LightGBM: accelerated genomically designed crop breeding through ensemble learning
por: Yan, Jun, et al.
Publicado: (2021)