A bioinformatician, computer scientist, and geneticist lead bioinformatic tool development-which one is better?

ABSTRACT:

Motivation

The development of accurate bioinformatic software tools is crucial for the effective analysis of complex biological data. This study examines the relationship between the academic department affiliations of authors and the accuracy of the bioinformatic tools they develop. By analyzing a corpus of previously benchmarked bioinformatic software tools, we mapped bioinformatic tools to the academic fields of the corresponding authors and evaluated tool accuracy by field.

Results

Our results suggest that "Medical Informatics" outperforms all other fields in bioinformatic software accuracy, with a mean proportion of wins in accuracy rankings exceeding the null expectation. In contrast, tools developed by authors affiliated with "Bioinformatics" and "Engineering" fields

SUBMITTER: Gardner PP 

PROVIDER: S-EPMC11842046 | biostudies-literature | 2025

REPOSITORIES: biostudies-literature