Applications of Artificial Intelligence in Vasculitides: A Systematic Review.

ABSTRACT:

Objective

Vasculitides are rare inflammatory disorders that sometimes can be difficult to diagnose due to their diverse presentations. This review examines the use of artificial intelligence (AI) to improve diagnosis and outcome prediction in vasculitis.

Methods

A systematic search of PubMed, Embase, Web of Science, Institute of Electrical and Electronics Engineers Xplore, and Scopus identified relevant studies from 2000 to 2024. AI applications were categorized by data type (clinical, imaging, textual) and by task (diagnosis or prediction). Studies were assessed for risk of bias using the Prediction Model Risk of Bias Assessment Tool and Quality Assessment of Diagnostic Accuracy Studies-2.

Results

A total of 46 studies were included. AI models achieved high diagnosti

SUBMITTER: Omar M 

PROVIDER: S-EPMC11911543 | biostudies-literature | 2025 Mar

REPOSITORIES: biostudies-literature