clinical decision support 1electronic health records 1hospital resource management 1patient discharge prediction 1predictive modeling 1
From the 1 of 16 linked papers with an AI index.
10 citations · 24 across the 6 of their papers we have counts for
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cs.CL2020
Ontology-driven weak supervision for clinical entity classification in electronic health records
Jason A. Fries, Ethan Steinberg, Saelig Khattar +4
In the electronic health record, using clinical notes to identify entities such as disorders and their temporality (e.g. the order of an event relative to a time index) can inform…
cs.CL2020
Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data
Ethan Steinberg, Ken Jung, Jason A. Fries +3
Widespread adoption of electronic health records (EHRs) has fueled the development of using machine learning to build prediction models for various clinical outcomes. This process…