RecruitingNCT07301892

Generative AI Impact on Rheumatoid Arthritis Complications Diagnosis

Impact of Generative Artificial Intelligence on Diagnosing Rheumatoid Arthritis Complications

Sponsor

Guang'anmen Hospital of China Academy of Chinese Medical Sciences

Enrollment

100 participants

Start Date

Oct 1, 2025

Study Type

OBSERVATIONAL

Conditions

Cardiovascular Diseases Osteoporosis Thrombosis Amyloidosis Peripheral Neuropathy Interstitial Lung Disease Thyroid Diseases Vasculitis Rheumatoid Arthritis (RA)Osteoarthritis Sjogren's Syndrome Pulmonary Complications Liver Disorders Renal Lesions RA Complications

Summary

Generative AI (GenAI) based on large language models (LLMs) is expected to improve the diagnosis and treatment of autoimmune diseases. We are studying how GenAI may affect the diagnosis of various complications of rheumatoid arthritis (RA). In a retrospective study using RA patients' EHR records, we will quantify physician adoption of GenAI predictions for RA complications and co-existing diseases. In a prospective observational study, we will assess the feasibility of using GenAI predictions as additional clinical information to help physicians make more complete diagnoses of RA complications and co-existing diseases, including complex, uncommon, or rare conditions.

Eligibility

Plain Language Summary

Simplified for easier understanding

This study is looking at whether AI (generative artificial intelligence) tools can help doctors more accurately and quickly diagnose complications of rheumatoid arthritis (RA). Researchers will compare AI-assisted diagnosis with standard clinical diagnosis for hospitalized RA patients. **You may be eligible if...** - You have been diagnosed with rheumatoid arthritis (RA) - You were admitted to the participating hospital department during the study period **You may NOT be eligible if...** - Your diagnosis was later found not to be rheumatoid arthritis - You were not admitted to the relevant department during the study period Talk to your doctor to see if this trial is right for you.

This summary was AI-generated to explain the trial in plain language. It is not medical advice. Always discuss eligibility with your doctor before enrolling in a clinical trial.

Interested in this trial?

Get notified about updates and connect with the research team.

Interventions

OTHERGenerative AI prediction report for RA complications

Generative AI based on multiple large language models (LLMs) is used to predict potential complications and co-existing diseases in patients with rheumatoid arthritis using EHR data available at admission. Physicians use these AI predictions as additional information to adjust their diagnostic plans during differential diagnosis. The impact of this intervention on the final diagnoses at discharge will be measured. Before the prospective study, the adoptability of the generative AI prediction reports will be validated using EHR records from retrospective RA patients.

Locations(1)

Guang'anmen Hospital of China Academy of Chinese Medical Sciences

Beijing, Beijing Municipality, China

View Full Details on ClinicalTrials.gov

For the most up-to-date information, visit the official listing.

Visit

NCT07301892

Related Trials

International Registry of Thrombotic APS Patients Treated With Direct Oral Anticoagulants

NCT042624921 location

EMPHASYS Cup Positioning in THA With Non-Invasive Navigation (Velys Hip Navigation (VHN))

NCT066316385 locations