Study on Horizon Scanning with a Focus on the Development of AI-Based Medical Products: Citation Network Analysis.

ABSTRACT: Horizon scanning for innovative technologies that might be applied to medical products and requires new assessment approaches to prepare regulators, allowing earlier access to the product for patients and an improved benefit/risk ratio. The purpose of this study is to confirm that citation network analysis and text mining for bibliographic information analysis can be used for horizon scanning of the rapidly developing field of AI-based medical technologies and extract the latest research trend information from the field. We classified 119,553 publications obtained from SCI constructed with the keywords "conventional," "machine-learning," or "deep-learning" and grouped them into 36 clusters, which demonstrated the academic landscape of AI applications. We also confirmed that one or two clos

SUBMITTER: Takata T 

PROVIDER: S-EPMC8854249 | biostudies-literature | 2022 Mar

REPOSITORIES: biostudies-literature