Cargando…

An Automated Customizable Live Web Crawler for Curation of Comparative Pharmacokinetic Data: An Intelligent Compilation of Research-Based Comprehensive Article Repository

Data curation has significant research implications irrespective of application areas. As most curated studies rely on databases for data extraction, the availability of data resources is extremely important. Taking a perspective from pharmacology, extracted data contribute to improved drug treatmen...

Descripción completa

Detalles Bibliográficos
Autores principales: Ampadi Ramachandran, Remya, Tell, Lisa A., Rai, Sidharth, Millagaha Gedara, Nuwan Indika, Xu, Xuan, Riviere, Jim E., Jaberi-Douraki, Majid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10223110/
https://www.ncbi.nlm.nih.gov/pubmed/37242626
http://dx.doi.org/10.3390/pharmaceutics15051384
_version_ 1785049862442582016
author Ampadi Ramachandran, Remya
Tell, Lisa A.
Rai, Sidharth
Millagaha Gedara, Nuwan Indika
Xu, Xuan
Riviere, Jim E.
Jaberi-Douraki, Majid
author_facet Ampadi Ramachandran, Remya
Tell, Lisa A.
Rai, Sidharth
Millagaha Gedara, Nuwan Indika
Xu, Xuan
Riviere, Jim E.
Jaberi-Douraki, Majid
author_sort Ampadi Ramachandran, Remya
collection PubMed
description Data curation has significant research implications irrespective of application areas. As most curated studies rely on databases for data extraction, the availability of data resources is extremely important. Taking a perspective from pharmacology, extracted data contribute to improved drug treatment outcomes and well-being but with some challenges. Considering available pharmacology literature, it is necessary to review articles and other scientific documents carefully. A typical method of accessing articles on journal websites is through long-established searches. In addition to being labor-intensive, this conventional approach often leads to incomplete-content downloads. This paper presents a new methodology with user-friendly models to accept search keywords according to the investigators’ research fields for metadata and full-text articles. To accomplish this, scientifically published records on the pharmacokinetics of drugs were extracted from several sources using our navigating tool called the Web Crawler for Pharmacokinetics (WCPK). The results of metadata extraction provided 74,867 publications for four drug classes. Full-text extractions performed with WCPK revealed that the system is highly competent, extracting over 97% of records. This model helps establish keyword-based article repositories, contributing to comprehensive databases for article curation projects. This paper also explains the procedures adopted to build the proposed customizable-live WCPK, from system design and development to deployment phases.
format Online
Article
Text
id pubmed-10223110
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-102231102023-05-28 An Automated Customizable Live Web Crawler for Curation of Comparative Pharmacokinetic Data: An Intelligent Compilation of Research-Based Comprehensive Article Repository Ampadi Ramachandran, Remya Tell, Lisa A. Rai, Sidharth Millagaha Gedara, Nuwan Indika Xu, Xuan Riviere, Jim E. Jaberi-Douraki, Majid Pharmaceutics Article Data curation has significant research implications irrespective of application areas. As most curated studies rely on databases for data extraction, the availability of data resources is extremely important. Taking a perspective from pharmacology, extracted data contribute to improved drug treatment outcomes and well-being but with some challenges. Considering available pharmacology literature, it is necessary to review articles and other scientific documents carefully. A typical method of accessing articles on journal websites is through long-established searches. In addition to being labor-intensive, this conventional approach often leads to incomplete-content downloads. This paper presents a new methodology with user-friendly models to accept search keywords according to the investigators’ research fields for metadata and full-text articles. To accomplish this, scientifically published records on the pharmacokinetics of drugs were extracted from several sources using our navigating tool called the Web Crawler for Pharmacokinetics (WCPK). The results of metadata extraction provided 74,867 publications for four drug classes. Full-text extractions performed with WCPK revealed that the system is highly competent, extracting over 97% of records. This model helps establish keyword-based article repositories, contributing to comprehensive databases for article curation projects. This paper also explains the procedures adopted to build the proposed customizable-live WCPK, from system design and development to deployment phases. MDPI 2023-04-30 /pmc/articles/PMC10223110/ /pubmed/37242626 http://dx.doi.org/10.3390/pharmaceutics15051384 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ampadi Ramachandran, Remya
Tell, Lisa A.
Rai, Sidharth
Millagaha Gedara, Nuwan Indika
Xu, Xuan
Riviere, Jim E.
Jaberi-Douraki, Majid
An Automated Customizable Live Web Crawler for Curation of Comparative Pharmacokinetic Data: An Intelligent Compilation of Research-Based Comprehensive Article Repository
title An Automated Customizable Live Web Crawler for Curation of Comparative Pharmacokinetic Data: An Intelligent Compilation of Research-Based Comprehensive Article Repository
title_full An Automated Customizable Live Web Crawler for Curation of Comparative Pharmacokinetic Data: An Intelligent Compilation of Research-Based Comprehensive Article Repository
title_fullStr An Automated Customizable Live Web Crawler for Curation of Comparative Pharmacokinetic Data: An Intelligent Compilation of Research-Based Comprehensive Article Repository
title_full_unstemmed An Automated Customizable Live Web Crawler for Curation of Comparative Pharmacokinetic Data: An Intelligent Compilation of Research-Based Comprehensive Article Repository
title_short An Automated Customizable Live Web Crawler for Curation of Comparative Pharmacokinetic Data: An Intelligent Compilation of Research-Based Comprehensive Article Repository
title_sort automated customizable live web crawler for curation of comparative pharmacokinetic data: an intelligent compilation of research-based comprehensive article repository
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10223110/
https://www.ncbi.nlm.nih.gov/pubmed/37242626
http://dx.doi.org/10.3390/pharmaceutics15051384
work_keys_str_mv AT ampadiramachandranremya anautomatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT telllisaa anautomatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT raisidharth anautomatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT millagahagedaranuwanindika anautomatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT xuxuan anautomatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT rivierejime anautomatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT jaberidourakimajid anautomatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT ampadiramachandranremya automatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT telllisaa automatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT raisidharth automatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT millagahagedaranuwanindika automatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT xuxuan automatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT rivierejime automatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository
AT jaberidourakimajid automatedcustomizablelivewebcrawlerforcurationofcomparativepharmacokineticdataanintelligentcompilationofresearchbasedcomprehensivearticlerepository