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Interpretable Batch IRL to Extract Clinician Goals in ICU Hypotension Management

Exposing and understanding the motivations of clinicians is an important step for building robust assistive agents as well as improving care. In this work, we focus on understanding the motivations for clinicians managing hypotension in the ICU. We model the ICU interventions as a batch, sequential...

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Vydáno v:AMIA Jt Summits Transl Sci Proc
Hlavní autoři: Srinivasan, Srivatsan, Doshi-Velez, Finale
Médium: Artigo
Jazyk:Inglês
Vydáno: American Medical Informatics Association 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7233064/
https://ncbi.nlm.nih.gov/pubmed/32477686
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