Improved predictive models for acute kidney injury with IDEA: Intraoperative Data Embedded Analytics.

Lasith AdhikariTezcan Ozrazgat-BaslantiMatthew RuppertR W M A MadushaniSrajan PaliwalHaleh HashemighouchaniFeng ZhengMing TaoJuliano Marçal LopesXiaolin LiParisa RashidiAzra Bihorac

Published in: PloS one (2019)

Postoperative AKI prediction was improved with high sensitivity and specificity through a machine learning approach that dynamically incorporated intraoperative data.

Keyphrases

acute kidney injury
big data
machine learning
patients undergoing
electronic health record
cardiac surgery
artificial intelligence
deep learning