Author

Emily Druhl

Observed names: Druhl, Emily, Emily B. Druhl

Institutions: United States Department of Veterans Affairs, Center for Health Optimization and Implementation Research

Observed institutions: United States Department of Veterans Affairs, University of Massachusetts Lowell, Edith Nourse Rogers Memorial Veterans Hospital, Center for Health Optimization and Implementation Research

ORCID: 0000-0003-3547-5359

Observed ORCID: 0000-0003-3547-5359

OpenAlex ID: A5072361215

A Natural Language Processing System That Links Medical Terms in Electronic Health Record Notes to Lay Definitions: System Development Using Physician Reviews

2018 · Jinying Chen, Emily Druhl, et al. · Journal of Medical Internet Research · 58

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Detecting Hypoglycemia Incidents Reported in Patients’ Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance

2019 · Jinying Chen, John Lalor, et al. · Journal of Medical Internet Research · 50

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Learning to detect and understand drug discontinuation events from clinical narratives

2019 · Feifan Liu, Richeek Pradhan, et al. · Journal of the American Medical Informatics Association · 24

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Automated identification of eviction status from electronic health record notes

2023 · Zonghai Yao, Jack Tsai, et al. · Journal of the American Medical Informatics Association · 15

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ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection

2024 · Sunjae Kwon, Xun Wang, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 9

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Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text

2025 · Avijit Mitra, Zhichao Yang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 4

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An Investigation of the Representation of Social Determinants of Health in the UMLS.

2022 · Bhanu Pratap Singh Rawat, Heather Keating, et al. · PubMed Central · 4

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SynthEHR-eviction: enhancing eviction SDoH detection with LLM-augmented synthetic EHR data

2026 · Zonghai Yao, Youxia Zhao, et al. · npj Digital Medicine · 2

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Large Language Model–Generated Synthetic Data for Parole and Probation Detection in Clinical Notes: Development and Evaluation Study

2026 · Avijit Mitra, Emily Druhl, et al. · JMIR AI

Appropriate Clinical Response Following Opioid Overdose: A Retrospective Analysis Within the Veterans Health Administration System

2026 · Maryam Kazemitabar, Joel I. Reisman, et al. · Journal of Addiction Medicine

SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data

2025 · Zonghai Yao, Youxia Zhao, et al. · medRxiv

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Reference Standard Development to Train Natural Language Processing Algorithms to Detect Problematic Buprenorphine-Naloxone Therapy.

2018 · Celena B. Peters, Fran Cunningham, et al. · AMIA

Works count: 14

Citation count: 167

H-index: 5

I10-index: 4