Natural Language Processing System

Ortega C, Lo Y, Blackley SV, Vallamkonda S, Chang F, James OD, Yerneni S, Wang, L, Seger D, Blumenthal KG, Goss FR, Wickner PG, Zhou L. Methods for identifying and reconciling allergy information in the electronic health record. Presented at the 2020 AAAAI Annual Meeting. Journal of Allergy and Clinical Immunology. 2021 Feb 1;147(2):AB168. https://doi.org/10.1016/j.jaci.2020.12.597.

Gong M. TREAT ECARDS: Translating Evidence into Action: Electronic Clinical Decision Support in ARDS - Final Report. (Prepared by Albert Einstein College of Medicine under Grant No. R18 HS026188). Rockville, MD: Agency for Healthcare Research and Quality, 2022.

Yazdany J. Rheumatology Informatics System for Effectiveness Patient-Reported Outcome (RISE PRO) Dissemination Project - Final Report. (Prepared by University of California, San Francisco under Grant No. R18 HS025638. Rockville, MD: Agency for Healthcare Research and Quality, 2022.

Vasoya MM, Shivakumar A, Pappu S, Murphy CP, Pei Y, Bricker DA, Wilson JF, Castle A, Hershberger PJ. ReadMI: an innovative app to support training in motivational interviewing. J Grad Med Educ. 2019 Jun;11(3):344-346. doi: 10.4300/JGME-D-18-00839.1. PMID: 31210875; PMCID: PMC6570458.

Hershberger P. Real-time Assessment of Dialogue in Motivational Interviewing Training (ReadMI) - Final Report. (Prepared by Wright State University under Grant No. R21 HS026548). Rockville, MD: Agency for Healthcare Research and Quality, 2022.

Varghese S, Wang L, Blackley SV, Blumenthal KG, Goss FR, Zhou L. Expanding the reaction picklist in electronic health records improves allergy documentation. J Allergy Clin Immunol Pract. 2022 Oct;10(10):2768-2771.e2. doi: 10.1016/j.jaip.2022.06.046. Epub 2022 Jul 11. PMID: 35835388.

Dhopeshwarkar N, Sheikh A, Doan R, Topaz M, Bates DW, Blumenthal KG, Zhou L. Drug-induced anaphylaxis documented in electronic health records. J Allergy Clin Immunol Pract. 2019 Jan;7(1):103-111. doi: 10.1016/j.jaip.2018.06.010. Epub 2018 Jun 30. PMID: 29969686; PMCID: PMC6311439.

Lo YC, Varghese S, Blackley S, Seger DL, Blumenthal KG, Goss FR, Zhou L. Reconciling allergy information in the electronic health record after a drug challenge using natural language processing. Front allergy. 2022 May 10;3:904923. doi: 10.3389/falgy.2022.904923. PMID: 35769562; PMCID: PMC9234873.

Yerneni S, Shah SN, Blackley SV, Ortega CA, Blumenthal KG, Goss F, Seger DL, Wickner PG, Mancini CM, Bates DW, Zhou L. Heterogeneity of drug allergies and reaction lists in two U.S. health care systems' electronic health records. Appl Clin Inform. 2022 May;13(3):741-751. doi: 10.1055/a-1862-9425. Epub 2022 May 26. PMID: 35617970; PMCID: PMC9352439.

Zhou L. Improving Allergy Documentation and Clinical Decision Support in the Electronic Health Record - Final Report. (Prepared by Mass General Brigham (Partners HealthCare System) under Grant No. R01 HS025375). Rockville, MD: Agency for Healthcare Research and Quality, 2022.