PMIDigest: Interactive Review of Large Collections of PubMed Entries to Distill Relevant Information

Genes (Basel). 2023 Apr 19;14(4):942. doi: 10.3390/genes14040942.

Abstract

Scientific knowledge is being accumulated in the biomedical literature at an unprecedented pace. The most widely used database with biomedicine-related article abstracts, PubMed, currently contains more than 36 million entries. Users performing searches in this database for a subject of interest face thousands of entries (articles) that are difficult to process manually. In this work, we present an interactive tool for automatically digesting large sets of PubMed articles: PMIDigest (PubMed IDs digester). The system allows for classification/sorting of articles according to different criteria, including the type of article and different citation-related figures. It also calculates the distribution of MeSH (medical subject headings) terms for categories of interest, providing in a picture of the themes addressed in the set. These MeSH terms are highlighted in the article abstracts in different colors depending on the category. An interactive representation of the interarticle citation network is also presented in order to easily locate article "clusters" related to particular subjects, as well as their corresponding "hub" articles. In addition to PubMed articles, the system can also process a set of Scopus or Web of Science entries. In summary, with this system, the user can have a "bird's eye view" of a large set of articles and their main thematic tendencies and obtain additional information not evident in a plain list of abstracts.

Keywords: citation databases; data mining; literature digest; scientific literature.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bibliometrics*
  • Databases, Factual
  • Humans
  • PubMed

Grants and funding

This research was funded by the European Food Safety Authority (grant number GP/EFSA/ENCO/2020/02-1). The conclusions, findings, and opinions expressed in this scientific paper reflect only the view of the authors and are not the official position of the European Food Safety Authority.