Literature DB >> 26958277

Evaluating Term Coverage of Herbal and Dietary Supplements in Electronic Health Records.

Rui Zhang1, Nivedha Manohar2, Elliot Arsoniadis1, Yan Wang2, Terrence J Adam3, Serguei V Pakhomov3, Genevieve B Melton1.   

Abstract

Herbal and dietary supplement consumption has rapidly expanded in recent years. Due to pharmacological and metabolic characteristics of some supplements, they can interact with prescription medications, potentially leading to clinically important and potentially preventable adverse reactions. Electronic health record (EHR) system provides a valuable source from which drug-supplement interactions can be mined and assessed for their clinical effects. A fundamental prerequisite is a functional understanding of supplement documentation in EHR and associated supplement coverage in major online databases. To address this, clinical notes and corresponding medication lists from an integrated healthcare system were extracted and compared with online databases. Overall, about 40% of listed medications are supplements, most of which are included in medication lists as nutritional or miscellaneous products. Gaps were found between supplement and standard medication terminologies, creating documentation difficulties in fully achieving robust supplement documentation in EHR systems. In addition, in the clinical notes we identified supplements which were not mentioned in the medication lists.

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Year:  2015        PMID: 26958277      PMCID: PMC4765597     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  17 in total

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Journal:  Eur J Clin Pharmacol       Date:  2000-12       Impact factor: 2.953

2.  Identification of the rate-determining process in the hepatic clearance of atorvastatin in a clinical cassette microdosing study.

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Journal:  Clin Pharmacol Ther       Date:  2011-08-10       Impact factor: 6.875

3.  Active computerized pharmacovigilance using natural language processing, statistics, and electronic health records: a feasibility study.

Authors:  Xiaoyan Wang; George Hripcsak; Marianthi Markatou; Carol Friedman
Journal:  J Am Med Inform Assoc       Date:  2009-03-04       Impact factor: 4.497

Review 4.  Primary hepatocyte cultures as an in vitro experimental model for the evaluation of pharmacokinetic drug-drug interactions.

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Journal:  Adv Pharmacol       Date:  1997

5.  Pharmacokinetic interaction of digoxin with an herbal extract from St John's wort (Hypericum perforatum).

Authors:  A Johne; J Brockmöller; S Bauer; A Maurer; M Langheinrich; I Roots
Journal:  Clin Pharmacol Ther       Date:  1999-10       Impact factor: 6.875

6.  Recent patterns of medication use in the ambulatory adult population of the United States: the Slone survey.

Authors:  David W Kaufman; Judith P Kelly; Lynn Rosenberg; Theresa E Anderson; Allen A Mitchell
Journal:  JAMA       Date:  2002-01-16       Impact factor: 56.272

Review 7.  Warfarin interactions with medicinal herbs.

Authors:  Natasa Milić; Natasa Milosević; Svetlana Golocorbin Kon; Teodora Bozić; Ludovico Abenavoli; Francesca Borrelli
Journal:  Nat Prod Commun       Date:  2014-08       Impact factor: 0.986

8.  Trends in the use of complementary health approaches among adults: United States, 2002-2012.

Authors:  Tainya C Clarke; Lindsey I Black; Barbara J Stussman; Patricia M Barnes; Richard L Nahin
Journal:  Natl Health Stat Report       Date:  2015-02-10

9.  Warfarin with fluoroquinolones, sulfonamides, or azole antifungals: interactions and the risk of hospitalization for gastrointestinal bleeding.

Authors:  H Schelleman; W B Bilker; C M Brensinger; X Han; S E Kimmel; S Hennessy
Journal:  Clin Pharmacol Ther       Date:  2008-08-06       Impact factor: 6.875

10.  Evaluation of Herbal and Dietary Supplement Resource Term Coverage.

Authors:  Nivedha Manohar; Terrance J Adam; Serguei V Pakhomov; Genevieve B Melton; Rui Zhang
Journal:  Stud Health Technol Inform       Date:  2015
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  10 in total

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2.  Term Coverage of Dietary Supplements Ingredients in Product Labels.

Authors:  Yefeng Wang; Terrence J Adam; Rui Zhang
Journal:  AMIA Annu Symp Proc       Date:  2017-02-10

3.  Assessing the enrichment of dietary supplement coverage in the Unified Medical Language System.

Authors:  Jake Vasilakes; Anusha Bompelli; Jeffrey R Bishop; Terrence J Adam; Olivier Bodenreider; Rui Zhang
Journal:  J Am Med Inform Assoc       Date:  2020-10-01       Impact factor: 4.497

4.  Identifying natural health product and dietary supplement information within adverse event reporting systems.

Authors:  Vivekanand Sharma; Indra Neil Sarkar
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5.  Absent and Discordant Electronic Health Record Documentation of Complementary and Alternative Medicine in Cancer Care.

Authors:  Daniela L Stan; Dietlind L Wahner-Roedler; Kathleen J Yost; Thomas Jamie O'Byrne; Megan E Branda; Aaron L Leppin; Jon C Tilburt
Journal:  J Altern Complement Med       Date:  2018 Sep/Oct       Impact factor: 2.579

6.  Detecting Signals of Interactions Between Warfarin and Dietary Supplements in Electronic Health Records.

Authors:  Yadan Fan; Terrence J Adam; Reed McEwan; Serguei V Pakhomov; Genevieve B Melton; Rui Zhang
Journal:  Stud Health Technol Inform       Date:  2017

7.  Unlocking echocardiogram measurements for heart disease research through natural language processing.

Authors:  Olga V Patterson; Matthew S Freiberg; Melissa Skanderson; Samah J Fodeh; Cynthia A Brandt; Scott L DuVall
Journal:  BMC Cardiovasc Disord       Date:  2017-06-12       Impact factor: 2.298

8.  Identifying Supplement Use Within Clinical Notes: An Applicationof Natural Language Processing.

Authors:  Vivekanand Sharma; Indra Neil Sarkar
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2018-05-18

9.  Comparing Existing Resources to Represent Dietary Supplements.

Authors:  Rubina F Rizvi; Terrence J Adam; Elizabeth A Lindemann; Jake Vasilakes; Serguei Vs Pakhomov; Jeffrey R Bishop; Genevieve B Melton; Rui Zhang
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2018-05-18

10.  Using word embeddings to expand terminology of dietary supplements on clinical notes.

Authors:  Yadan Fan; Serguei Pakhomov; Reed McEwan; Wendi Zhao; Elizabeth Lindemann; Rui Zhang
Journal:  JAMIA Open       Date:  2019-03-28
  10 in total

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