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Machine learning for initial insulin estimation in hospitalized patients.

Minh NguyenIvana JankovicLaurynas KalesinskasMichael BaiocchiJonathan H Chen
Published in: Journal of the American Medical Informatics Association : JAMIA (2021)
Machine learning approaches based on readily available electronic medical records can discriminate which inpatients will require more than 6 units TDD and estimate individual doses more accurately than standard guidelines and practices.
Keyphrases
  • machine learning
  • artificial intelligence
  • type diabetes
  • big data
  • primary care
  • healthcare
  • deep learning
  • clinical practice
  • skeletal muscle