MAIC-10 brief quality checklist for publications using artificial intelligence and medical images.

ABSTRACT: The use of artificial intelligence (AI) with medical images to solve clinical problems is becoming increasingly common, and the development of new AI solutions is leading to more studies and publications using this computational technology. As a novel research area, the use of common standards to aid AI developers and reviewers as quality control criteria will improve the peer review process. Although some guidelines do exist, their heterogeneity and extension advocate that more explicit and simple schemes should be applied on the publication practice. Based on a review of existing AI guidelines, a proposal which collects, unifies, and simplifies the most relevant criteria was developed. The MAIC-10 (Must AI Criteria-10) checklist with 10 items was implemented as a guide to design studies

SUBMITTER: Cerda-Alberich L 

PROVIDER: S-EPMC9842808 | biostudies-literature | 2023 Jan

REPOSITORIES: biostudies-literature