SciRide Finder : citation-based paradigm in biomedical literature search.
Abstract
There are more than 26 million peer-reviewed biomedical research items according to Medline/PubMed. This breadth of information is indicative of the progress in biomedical sciences on one hand, but an overload for scientists performing literature searches on the other. A major portion of scientific literature search is to find statements, numbers and protocols that can be cited to build an evidence-based narrative for a new manuscript. Because science builds on prior knowledge, such information has likely been written out and cited in an older manuscript. Thus, Cited Statements, pieces of text from scientific literature supported by citing other peer-reviewed publications, carry significant amount of condensed information on prior art. Based on this principle, we propose a literature search service, SciRide Finder (finder.sciride.org), which constrains the search corpus to such Cited Statements only. We demonstrate that Cited Statements can carry different information to this found in titles/abstracts and full text, giving access to alternative literature search results than traditional search engines. We further show how presenting search results as a list of Cited Statements allows researchers to easily find information to build an evidence-based narrative for their own manuscripts.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 19
- FWCI
- 1.71
- Field percentile
- top 13%
- Research Focus
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- SciReader*: A Cloud-based Recommender System for Biomedical Literature
Priya Desai, Natalie Telis, … Somalee Datta·bioRxiv·May 30, 2018
- scite: a smart citation index that displays the context of citations and classifies their intent using deep learning
J. M. Nicholson, M. Mordaunt, … S. Rife·bioRxiv·Mar 15, 2021
- Mining impactful discoveries from the biomedical literature
Erwan Moreau, Orla M. Hardiman, … Declan O’Sullivan·BMC BioinformaticsPeer-reviewed·Sep 16, 2024
- LitRev: A data driven method for quick literature review from PubMed
Gourab Das·bioRxiv·Dec 7, 2021
- ScrapPaper: A web scrapping method to extract journal information from PubMed and Google Scholar search result using Python.
Mohd Rifqi Rafsanjani·bioRxiv·Mar 8, 2022
- Serial KinderMiner (SKiM) Discovers and Annotates Biomedical Knowledge Using Co-Occurrence and Transformer Models
Robert J. Millikin, Kalpana Raja, … Ron M. Stewart·BMC BioinformaticsPeer-reviewed·Nov 1, 2023