Implementation of AI in radiology: the perspective of referring physicians.

ABSTRACT:

Objectives

AI offers considerable potential to improve diagnostic accuracy and efficiency in radiology. However, its successful implementation depends largely on the trust and acceptance of referring physicians. This study examines physicians' attitudes toward AI in radiology, identifying key facilitators and barriers to its clinical integration.

Materials and methods

A total of 169 licensed physicians in Germany, including surgeons, internists, and general practitioners who frequently refer patients to radiology, were surveyed. Participants were recruited via a systematic review of hospital and practice websites. A structured online questionnaire assessed perceptions of AI, focusing on trust-related factors, preferred applications, and adoption barriers. Statistical analysi

SUBMITTER: Gotta J 

PROVIDER: S-EPMC12579084 | biostudies-literature | 2025 Oct

REPOSITORIES: biostudies-literature