A Deep Deterministic Policy Gradient Approach to Medication Dosing and Surveillance in the ICU

Medication dosing in a critical care environment is a complex task that involves close monitoring of relevant physiologic and laboratory biomarkers and corresponding sequential adjustment of the prescribed dose. Misdosing of medications with narrow therapeutic windows (such as intravenous [IV] hepar...

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Bibliographic Details
Published in:Conf Proc IEEE Eng Med Biol Soc
Main Authors: Lin, Rongmei, Stanley, Matthew D., Ghassemi, Mohammad M., Nemati, Shamim
Format: Artigo
Language:Inglês
Published: 2018
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6876300/
https://ncbi.nlm.nih.gov/pubmed/30441448
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC.2018.8513203
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