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Monica Agrawal
Assistant Professor of Biostatistics & Bioinformatics
Biostatistics & Bioinformatics, Division of Translational Biomedical
monica.agrawal@duke.edu
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Selected Publications
Large language models are few-shot clinical information extractors
Conference
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
·
2022
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Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative
Conference
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems
·
May 6, 2021
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Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health Knowledge Graph
Conference
Biocomputing 2020
·
December 2019
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Modeling polypharmacy side effects with graph convolutional networks
Journal Article
Bioinformatics
·
July 1, 2018
AbstractMotivationThe use of drug combinations, termed polypharmacy, is common to treat patients with complex diseases or co-existing ...
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Large-scale analysis of disease pathways in the human interactome
Conference
Biocomputing 2018
·
January 2018
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