Automated prediction of low ferritin concentrations using a machine learning algorithm.

Steef Kurstjens,Thomas de Bel,Armando van der Horst,Ron Kusters,Johannes Krabbe,Jasmijn van Balveren

Clinical chemistry and laboratory medicine（2022）

引用 7|浏览22

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摘要

Low ferritin levels in anemic patients can be accurately predicted using a machine learning algorithm based on routine laboratory test results. Moreover, implementation of the algorithm in the laboratory system reduces the number of otherwise unrecognized iron deficiencies.

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关键词

artificial intelligence,case-finding,diagnostics,iron deficiency,laboratory information system,reflective testing

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