Clinical Score and Machine Learning-Based Model to Predict Diagnosis of Primary Aldosteronism in Arterial Hypertension

Hypertension. 2021 Nov;78(5):1595-1604. doi: 10.1161/HYPERTENSIONAHA.121.17444. Epub 2021 Sep 7.

Abstract

[Figure: see text].

Keywords: aldosterone; hypertension; kidney; machine learning; prevalence.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Female
  • Humans
  • Hyperaldosteronism / complications
  • Hyperaldosteronism / diagnosis*
  • Hypertension / blood
  • Hypertension / etiology*
  • Machine Learning*
  • Male
  • Middle Aged
  • Potassium / blood
  • Probability

Substances

  • Potassium