Data Sources and Citation Metrics
The 5th edition of the Research.com Best Immunology Scientists in Portugal Ranking is primarily constructed from bibliometric data collected from OpenAlex and CrossRef, supplemented by multiple other reputable data sources. These platforms represent some of the most comprehensive and authoritative databases available to the research community, providing extensive metadata on scientific publications, citations, and related scholarly metrics. The bibliometric data used for computing the citation-based metrics in this ranking were collected on January 12, 2026.
A researcher’s position within the ranking is determined exclusively by their D-index (Discipline H-index). This metric refines the traditional H-index by focusing solely on papers and citation counts within the specified discipline—in this case, Immunology—thereby ensuring that the evaluation accurately reflects a scientist’s impact in the relevant field.
Scope of Research and Inclusion Criteria
A total of 187,135 scientist profiles across various disciplines were examined to develop this ranking, with 8 researchers specifically identified within Immunology. To be included in the ranking, scientists were required to have a minimum D-index of 40, ensuring the list profiles only those with substantial research impact. Additionally, the majority of their tier publications had to be within the field of Immunology, guaranteeing discipline-specific relevance.
In assessing candidates, accomplishments such as awards and notable achievements within Immunology were also taken into account to supplement metrics-based evaluation.
The D-index threshold for consideration is fine-tuned as an increment of 10, commensurate with the estimated total number of scholars in each discipline. This approach guarantees that the top 1% of leading scholars are incorporated into the list while maintaining consistent standards across fields. Furthermore, only candidates whose general H-index and D-index values differ by 30% or less were considered, ensuring alignment between their overall research influence and disciplinary focus.
Verification Practices and Methodology Transparency
Recognizing that bibliometric data alone cannot capture the full scope of a researcher’s contributions, all scientist profiles included in the ranking underwent manual verification and cross-correlation against publications listed in a wide array of trustworthy sources. This meticulous validation process guarantees that the profiles accurately represent the researchers’ scientific outputs and maintain the integrity of the ranking.
While the quantity of papers published in prominent journals and conference proceedings does not directly influence a researcher’s position in the Research.com ranking, it serves as a valuable secondary indicator of their contributions within Immunology. The ranking itself is based on the D-index derived from data aggregated through OpenAlex and CrossRef, platforms widely acknowledged as the leading bibliometric databases accessible to the research community.
For a detailed overview of the methodology employed in creating this ranking, including data processing steps and validation criteria, readers are encouraged to visit our methodology page.
Research.com’s Mission and Purpose
At Research.com, our mission is to inspire researchers, industry stakeholders, and policymakers worldwide to explore the trajectories of leading experts in various scientific domains. By providing a transparent, reliable, and rigorously validated ranking, we seek to empower the global scientific community to identify and connect with top specialists in Immunology and beyond—whether across countries, within institutions, or across disciplines.
This ranking offers an essential tool for academic institutions and research organizations aiming to benchmark scientific excellence and foster collaborations that advance discovery and innovation.