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Mathematical modelling of post-filter ionized calcium during citrate anticoagulated continuous renal replacement therapy.

Innas ForsalAnders NilssonMikael BodelssonAnders WieslanderMarcus Broman
Published in: PloS one (2021)
The algorithms were able to estimate in range postfilter iCa values with great trueness and precision. However, they had some difficulties to estimate out-of-range postfilter iCa values. More work is needed to improve the algorithms especially in their citrate-modelling.
Keyphrases
  • machine learning
  • deep learning
  • acute kidney injury