Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis

作者：

Highlights：

• Mining workflow for data-driven analysis of epidemiological data.

• Interactive Rule Miner for the study of subpopulations in epidemiological data.

• Findings from data-driven cohort analysis on the outcome “hepatic steatosis”.

摘要

•Mining workflow for data-driven analysis of epidemiological data.•Interactive Rule Miner for the study of subpopulations in epidemiological data.•Findings from data-driven cohort analysis on the outcome “hepatic steatosis”.

论文关键词：Medical data mining,Classification rules,Subpopulation mining,Interactive data mining,Longitudinal epidemiological studies,Hepatic steatosis

论文评审过程：Available online 12 March 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.02.040