Literature DB >> 23553269

A system for extracting study design parameters from nutritional genomics abstracts.

Cassidy Kelly1, Hui Yang.   

Abstract

The extraction of study design parameters from biomedical journal articles is an important problem in natural language processing (NLP). Such parameters define the characteristics of a study, such as the duration, the number of subjects, and their profile. Here we present a system for extracting study design parameters from sentences in article abstracts. This system will be used as a component of a larger system for creating nutrigenomics networks from articles in the nutritional genomics domain. The algorithms presented consist of manually designed rules expressed either as regular expressions or in terms of sentence parse structure. A number of filters and NLP tools are also utilized within a pipelined algorithmic framework. Using this novel approach, our system performs extraction at a finer level of granularity than comparable systems, while generating results that surpass the current state of the art.

Mesh:

Year:  2013        PMID: 23553269     DOI: 10.2390/biecoll-jib-2013-222

Source DB:  PubMed          Journal:  J Integr Bioinform        ISSN: 1613-4516


  4 in total

1.  Extracting Characteristics of the Study Subjects from Full-Text Articles.

Authors:  Dina Demner-Fushman; James G Mork
Journal:  AMIA Annu Symp Proc       Date:  2015-11-05

Review 2.  Automating data extraction in systematic reviews: a systematic review.

Authors:  Siddhartha R Jonnalagadda; Pawan Goyal; Mark D Huffman
Journal:  Syst Rev       Date:  2015-06-15

3.  Improving reference prioritisation with PICO recognition.

Authors:  Austin J Brockmeier; Meizhi Ju; Piotr Przybyła; Sophia Ananiadou
Journal:  BMC Med Inform Decis Mak       Date:  2019-12-05       Impact factor: 2.796

4.  Towards Evidence-based Precision Medicine: Extracting Population Information from Biomedical Text using Binary Classifiers and Syntactic Patterns.

Authors:  Kalpana Raja; Naman Dasot; Pawan Goyal; Siddhartha R Jonnalagadda
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2016-07-20
  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.