Exploring the association of metal mixture in blood to the kidney function and tumor necrosis factor alpha using machine learning methods

Exploring the association of metal mixture in blood to the kidney function and tumor necrosis factor alpha using machine learning methods

This research aimed to approach relationships between metal mixture in blood and kidney function, tumor necrosis factor alpha (TNF-α) by machine learning. Metals levels were measured by Inductively Couple Plasma Mass Spectrometry in blood from 421 participants. We applied K Nearest Neighbor (KNN), N...

Full description

Bibliographic Details
Main Authors: Kuei-Hau Luo, Chih-Hsien Wu, Chen-Cheng Yang, Tzu-Hua Chen, Hung-Pin Tu, Cheng-Hong Yang, Hung-Yi Chuang
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Ecotoxicology and Environmental Safety
Subjects:
Metal
Metalloid
Kidney function
Tumor necrosis factor alpha
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S0147651323010321

Internet

http://www.sciencedirect.com/science/article/pii/S0147651323010321

Similar Items