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Literature DB >> 18999147

Extracting structured medication event information from discharge summaries.

Sigfried Gold¹, Noémie Elhadad, Xinxin Zhu, James J Cimino, George Hripcsak.

Abstract

We present a method that extracts medication information from discharge summaries. The program relies on parsing rules written as a set of regular expressions and on a user-configurable drug lexicon. Our evaluation shows a precision of 94% and recall of 83% in the extraction of medication information. We use a broader definition of medication information than previous studies, including drug names appearing with and without dosage information, misspelled drug names, and contextual information.

Mesh：

Year: 2008 PMID： 18999147 PMCID： PMC2655993

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

4 in total

1. Applying the desiderata for controlled medical vocabularies to drug information databases.

Authors: L M Lau; S H Lam
Journal: Proc AMIA Symp Date: 1999

2. Study of effect of drug lexicons on medication extraction from electronic medical records.

Authors: E Sirohi; P Peissig
Journal: Pac Symp Biocomput Date: 2005

3. An algorithm to derive a numerical daily dose from unstructured text dosage instructions.

Authors: Anoop D Shah; Carlos Martinez
Journal: Pharmacoepidemiol Drug Saf Date: 2006-03 Impact factor: 2.890

4. Automating concept identification in the electronic medical record: an experiment in extracting dosage information.

Authors: D A Evans; N D Brownlow; W R Hersh; E M Campbell
Journal: Proc AMIA Annu Fall Symp Date: 1996

4 in total

27 in total

1. Using Medical Text Extraction, Reasoning and Mapping System (MTERMS) to process medication information in outpatient clinical notes.

Authors: Li Zhou; Joseph M Plasek; Lisa M Mahoney; Neelima Karipineni; Frank Chang; Xuemin Yan; Fenny Chang; Dana Dimaggio; Debora S Goldman; Roberto A Rocha
Journal: AMIA Annu Symp Proc Date: 2011-10-22

2. Linguistic approach for identification of medication names and related information in clinical narratives.

Authors: Thierry Hamon; Natalia Grabar
Journal: J Am Med Inform Assoc Date: 2010 Sep-Oct Impact factor: 4.497

3. Extracting Rx information from clinical narrative.

Authors: James G Mork; Olivier Bodenreider; Dina Demner-Fushman; Rezarta Islamaj Dogan; François-Michel Lang; Zhiyong Lu; Aurélie Névéol; Lee Peters; Sonya E Shooshan; Alan R Aronson
Journal: J Am Med Inform Assoc Date: 2010 Sep-Oct Impact factor: 4.497

4. Improving textual medication extraction using combined conditional random fields and rule-based systems.

Authors: Domonkos Tikk; Illés Solt
Journal: J Am Med Inform Assoc Date: 2010 Sep-Oct Impact factor: 4.497

5. Extracting medical information from narrative patient records: the case of medication-related information.

Authors: Louise Deléger; Cyril Grouin; Pierre Zweigenbaum
Journal: J Am Med Inform Assoc Date: 2010 Sep-Oct Impact factor: 4.497

6. High accuracy information extraction of medication information from clinical notes: 2009 i2b2 medication extraction challenge.

Authors: Jon Patrick; Min Li
Journal: J Am Med Inform Assoc Date: 2010 Sep-Oct Impact factor: 4.497

7. Lancet: a high precision medication event extraction system for clinical text.

Authors: Zuofeng Li; Feifan Liu; Lamont Antieau; Yonggang Cao; Hong Yu
Journal: J Am Med Inform Assoc Date: 2010 Sep-Oct Impact factor: 4.497

8. Integrating existing natural language processing tools for medication extraction from discharge summaries.

Authors: Son Doan; Lisa Bastarache; Sergio Klimkowski; Joshua C Denny; Hua Xu
Journal: J Am Med Inform Assoc Date: 2010 Sep-Oct Impact factor: 4.497

9. Extracting medication information from clinical text.

Authors: Ozlem Uzuner; Imre Solti; Eithon Cadag
Journal: J Am Med Inform Assoc Date: 2010 Sep-Oct Impact factor: 4.497

Review 10. Natural language processing systems for capturing and standardizing unstructured clinical information: A systematic review.

Authors: Kory Kreimeyer; Matthew Foster; Abhishek Pandey; Nina Arya; Gwendolyn Halford; Sandra F Jones; Richard Forshee; Mark Walderhaug; Taxiarchis Botsis
Journal: J Biomed Inform Date: 2017-07-17 Impact factor: 6.317