Author

Nathaniel R. Greenbaum

Beth Israel Deaconess Medical CenterORCID 0000-0002-5499-128XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Larry A. Nathanson· 2 shared Steven HorngiD· 2 shared David Alexander SontagiD· 1 shared Foster R. GossiD· 1 shared James C. McClayiD· 1 shared Jeffrey A. NielsoniD· 1 shared Shelley Calder· 1 shared Yacine JerniteiD· 1 shared

Activity by Year

2017-2019 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 24 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBioinformatics

Larry A. Nathanson

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsApplied Clinical InformaticsPeer-reviewedMay 1, 2019

Consensus Development Of A Modern Ontology Of Emergency Department Presenting Problems: The HierArchical Presenting Problem OntologY (HaPPy)

Steven Horng, Nathaniel R. Greenbaum, Larry A. Nathanson…·Jeffrey A. Nielson

The paper develops a standardized ontology for emergency department presenting problems using real-world data and expert consensus, achieving high validation accuracy.

20 citations

statistical modeldatabase / resource

𝕏 PostBluesky

BioinformaticsbioRxivPreprintApr 12, 2017

Contextual Autocomplete: A Novel User Interface Using Machine Learning to Improve Ontology Usage and Structured Data Capture for Presenting Problems in the Emergency Department

Nathaniel R. Greenbaum, Yacine Jernite, Yoni Halpern…·Steven Horng

This paper demonstrates a contextual autocomplete system that improves structured data capture and quality in emergency department documentation using machine learning.

5 citations

machine learning (classical)benchmarking

𝕏 PostBluesky