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An Application of Machine Learning to Etiological Diagnosis of Secondary Hypertension: Retrospective Study Using Electronic Medical Records.

Xiaolin DiaoYanni HuoZhanzheng YanHaibin WangJing YuanYuxin WangJun CaiWei Zhao
Published in: JMIR medical informatics (2021)
The ML prediction models in this study showed good performance in detecting 4 etiologies of patients with suspected secondary hypertension; thus, they may potentially facilitate clinical diagnosis decision making of secondary hypertension in an intelligent way.
Keyphrases
  • blood pressure
  • machine learning
  • decision making
  • cross sectional
  • artificial intelligence
  • deep learning