Utilization of five data mining algorithms combined with simplified preprocessing to establish reference intervals of thyroid-related hormones for non-elderly adults

Utilization of five data mining algorithms combined with simplified preprocessing to establish reference intervals of thyroid-related hormones for non-elderly adults

Abstract Background Despite the extensive research on data mining algorithms, there is still a lack of a standard protocol to evaluate the performance of the existing algorithms. Therefore, the study aims to provide a novel procedure that combines data mining algorithms and simplified preprocessing...

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Bibliographic Details
Main Authors: Jian Zhong, Chaochao Ma, Li’an Hou, Yicong Yin, Fang Zhao, Yingying Hu, Ailing Song, Danchen Wang, Lei Li, Xinqi Cheng, Ling Qiu
Format: Article
Language:English
Published: BMC 2023-05-01
Series:BMC Medical Research Methodology
Subjects:
Algorithms
Data mining
Reference interval
Thyroid-related hormones
Online Access:https://doi.org/10.1186/s12874-023-01898-5

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