NCT06846229

AI-Assisted Medical Decision-Making

A Cohort Study to Evaluate an Artificial Intelligence Model for Assisting Medical Decision-Making Using Real-Time Hospital-Wide Electronic Health Record Data

• Status: Recruiting
• Phase: —
• Study type: Observational
• Enrollment: 50,000,000 (estimated)
• Sponsor: The Eye Hospital of Wenzhou Medical University · Academic / Other
• Sex: All
• Age: —
• Healthy volunteers: Accepted

Summary

The study builds and applies an AI model to help doctors predict patient diagnoses and outcomes, such as survival or hospital stay. Real-time, multimodal data (labs, vital signs, history, imaging) from hospital records will be used. Patients will be tracked to compare the AI's performance with standard care. The goal is to improve diagnosis and treatment accuracy in a real-world, prospective study.

Detailed description

This study aims to build and apply an artificial intelligence (AI) model to assist doctors in predicting patient diagnoses and outcomes, such as survival or hospital stay length. Patients will be enrolled across the hospital, and real-time, multimodal health data-including lab results, vital signs, medical history, and imaging-from electronic health records will be used. The study will follow participants to evaluate the AI model's performance against standard practice. The goal is to improve the accuracy and speed of diagnoses and treatments, enhancing patient care. This prospective study tests the model in real-world hospital settings.

Conditions

• Real-world Study

Interventions

Type	Name	Description
OTHER	AI-associated strategy	The intervention in this study involves an AI system that leverages multimodal data fusion to support the clinical decision-making and evaluation of diseases. Patients in this cohort will undergo standard examinations, with clinical decisions guided by the recommendations generated by the AI system.

Timeline

• Start date: 2025-02-24
• Primary completion: 2026-06-01
• Completion: 2026-06-01
• First posted: 2025-02-26
• Last updated: 2025-03-03

Locations

2 sites across 1 country: China