Development and preliminary validation of a machine learning system for thyroid dysfunction diagnosis based on routine laboratory tests

Abstract

Hu et al. develop a machine learning approach for diagnosis of thyroid disorders based on routine clinical laboratory measurements. The approach is tested on data from multiple institutions and can distinguish patients with hyper- or hypothyroidism from controls with high accuracy.