BIAS: Transparent reporting of biomedical image analysis challenges.

ABSTRACT: The number of biomedical image analysis challenges organized per year is steadily increasing. These international competitions have the purpose of benchmarking algorithms on common data sets, typically to identify the best method for a given problem. Recent research, however, revealed that common practice related to challenge reporting does not allow for adequate interpretation and reproducibility of results. To address the discrepancy between the impact of challenges and the quality (control), the Biomedical Image Analysis ChallengeS (BIAS) initiative developed a set of recommendations for the reporting of challenges. The BIAS statement aims to improve the transparency of the reporting of a biomedical image analysis challenge regardless of field of application, image modality or task cate

SUBMITTER: Maier-Hein L 

PROVIDER: S-EPMC7441980 | biostudies-literature | 2020 Dec

REPOSITORIES: biostudies-literature