342 publications on GLIM criteria in oncology were analyzed from Web of Science and Scopus databases between 2019 and 2025. The dataset, authored by Guoqing Zhang, shows a sharp linear increase in publications, with 94 papers in 2025. It maps research hotspots, collaborative patterns, and paradigm shifts in nutrition management for cancer.
Use Cases
- Analyzing publication growth trends based on the annual count of 342 papers.
- Mapping research collaboration patterns based on country and institutional productivity data.
- Identifying keyword evolution and research frontiers based on the keyword analysis described.
- Comparing citation impact across nations based on the reported citation differences.
- Tracking the application shift from validation to machine learning-based prognostic modeling based on the described field evolution.
Strengths
- 342 publications provide a defined corpus for analysis.
- Data covers a clear time range from 2019 to 2025.
- Identifies leading countries (China, Spain, Japan, Brazil, Italy), authors (Shi Hanping), and institutions (Capital Medical University).
- Keyword and thematic evolution is described, indicating structured analysis.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- The dataset is 10.1 KB, indicating a very limited scope likely containing summary statistics rather than raw bibliographic records.
Provenance
- Source
- Web of Science Core Collection and Scopus databases.
- Collection Method
- Systematic search followed by bibliometric analyses and network visualizations using CiteSpace and VOSviewer.
- Time Range
- 2019–2025
- Freshness
- Last updated 2026-05-05 04:10:08; freshness should be verified.
- Geography
- Global, with specific productivity data for China, Spain, Japan, Brazil, Italy.