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Items: 3

1.

Improving documentation of presenting problems in the emergency department using a domain-specific ontology and machine learning-driven user interfaces.

Greenbaum NR, Jernite Y, Halpern Y, Calder S, Nathanson LA, Sontag DA, Horng S.

Int J Med Inform. 2019 Sep 27;132:103981. doi: 10.1016/j.ijmedinf.2019.103981. [Epub ahead of print]

PMID:
31605881
2.

Derivation and validation of a machine learning record linkage algorithm between emergency medical services and the emergency department.

Redfield C, Tlimat A, Halpern Y, Schoenfeld DW, Ullman E, Sontag DA, Nathanson LA, Horng S.

J Am Med Inform Assoc. 2019 Oct 12. pii: ocz176. doi: 10.1093/jamia/ocz176. [Epub ahead of print]

PMID:
31605488
3.

Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning.

Horng S, Sontag DA, Halpern Y, Jernite Y, Shapiro NI, Nathanson LA.

PLoS One. 2017 Apr 6;12(4):e0174708. doi: 10.1371/journal.pone.0174708. eCollection 2017.

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