Literature DB >> 29854223

Harnessing Biomedical Natural Language Processing Tools to Identify Medicinal Plant Knowledge from Historical Texts.

Vivekanand Sharma1, Wayne Law2,3, Michael J Balick2, Indra Neil Sarkar1.   

Abstract

The growing amount of data describing historical medicinal uses of plants from digitization efforts provides the opportunity to develop systematic approaches for identifying potential plant-based therapies. However, the task of cataloguing plant use information from natural language text is a challenging task for ethnobotanists. To date, there have been only limited adoption of informatics approaches used for supporting the identification of ethnobotanical information associated with medicinal uses. This study explored the feasibility of using biomedical terminologies and natural language processing approaches for extracting relevant plant-associated therapeutic use information from historical biodiversity literature collection available from the Biodiversity Heritage Library. The results from this preliminary study suggest that there is potential utility of informatics methods to identify medicinal plant knowledge from digitized resources as well as highlight opportunities for improvement.

Mesh:

Year:  2018        PMID: 29854223      PMCID: PMC5977595     

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


  20 in total

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Journal:  Proc AMIA Symp       Date:  2001

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Authors:  A T McCray; A Burgun; O Bodenreider
Journal:  Stud Health Technol Inform       Date:  2001

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Authors:  Thomas C Rindflesch; Marcelo Fiszman
Journal:  J Biomed Inform       Date:  2003-12       Impact factor: 6.317

Review 4.  Text mining and ontologies in biomedicine: making sense of raw text.

Authors:  Irena Spasic; Sophia Ananiadou; John McNaught; Anand Kumar
Journal:  Brief Bioinform       Date:  2005-09       Impact factor: 11.622

Review 5.  Biodiversity informatics: organizing and linking information across the spectrum of life.

Authors:  Indra Neil Sarkar
Journal:  Brief Bioinform       Date:  2007-08-17       Impact factor: 11.622

6.  The Unified Medical Language System.

Authors:  D A Lindberg; B L Humphreys; A T McCray
Journal:  Methods Inf Med       Date:  1993-08       Impact factor: 2.176

7.  Understanding and using the medical subject headings (MeSH) vocabulary to perform literature searches.

Authors:  H J Lowe; G O Barnett
Journal:  JAMA       Date:  1994-04-13       Impact factor: 56.272

8.  Overview of BioCreAtIvE: critical assessment of information extraction for biology.

Authors:  Lynette Hirschman; Alexander Yeh; Christian Blaschke; Alfonso Valencia
Journal:  BMC Bioinformatics       Date:  2005-05-24       Impact factor: 3.169

9.  Extraction of potential adverse drug events from medical case reports.

Authors:  Harsha Gurulingappa; Abdul Mateen-Rajput; Luca Toldo
Journal:  J Biomed Semantics       Date:  2012-12-20

10.  Text Mining the History of Medicine.

Authors:  Paul Thompson; Riza Theresa Batista-Navarro; Georgios Kontonatsios; Jacob Carter; Elizabeth Toon; John McNaught; Carsten Timmermann; Michael Worboys; Sophia Ananiadou
Journal:  PLoS One       Date:  2016-01-06       Impact factor: 3.240

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  2 in total

1.  Extracting knowledge networks from plant scientific literature: potato tuber flesh color as an exemplary trait.

Authors:  Gurnoor Singh; Evangelia A Papoutsoglou; Frederique Keijts-Lalleman; Bilyana Vencheva; Mark Rice; Richard G F Visser; Christian W B Bachem; Richard Finkers
Journal:  BMC Plant Biol       Date:  2021-04-24       Impact factor: 4.215

Review 2.  Natural product drug discovery in the artificial intelligence era.

Authors:  F I Saldívar-González; V D Aldas-Bulos; J L Medina-Franco; F Plisson
Journal:  Chem Sci       Date:  2021-12-13       Impact factor: 9.825

  2 in total

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