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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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Dades bibliogràfiques
Publicat a:AMIA Jt Summits Transl Sci Proc
Autors principals: Srinivasan, Srivatsan, Doshi-Velez, Finale
Format: Artigo
Idioma:Inglês
Publicat: American Medical Informatics Association 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7233064/
https://ncbi.nlm.nih.gov/pubmed/32477686
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