metadata
license: cc0-1.0
Kidney Disease-Related Articles Dataset
Description
This dataset is part of the MSc dissertation study titled 'Investigating the Potential of Identifying Kidney Disease-Related Articles Using Transformer Models and Large Language Models' at the University of Southampton. It consists of 16,297 Meta-Analyses and Systematic Reviews articles extracted from PubMed, published between June 22, 2019, and June 22, 2024. The articles are categorized into two classes:
- Class 1: Articles related to kidney disease or its treatments.
- Class 0: Articles not related to kidney disease or its treatments.
Dataset Structure
The dataset is split into train and test sets:
| Class 1 | Class 0 | Total Articles per Split | |
| Train | 5,126 | 7,911 | 13,037 |
| Test | 1,292 | 1,968 | 3,260 |
Columns:
- PMID: PubMed ID of the article.
- ArticleTitle: Title of the article.
- Abstract: Abstract of the article.
- PublicationTypeList: List of publication types of the article.
- MeshHeadingList: List of MeSH headings of the article.
- DateCompleted: Date the article was completed.
- Text: Concatenation of the article's title and abstract.
- label: Class label (0 or 1).