NCT06096922

AI-based Frailty Assessment Tool for Patients Undergoing Cardiac Surgery

Frailty Assessment Tool for Patients Undergoing Cardiac Surgery Based on Artificial Intelligence Multimodal Non-contact Monitoring.

• Status: Completed
• Phase: —
• Study type: Observational
• Enrollment: 521 (actual)
• Sponsor: China National Center for Cardiovascular Diseases · Other Government
• Sex: All
• Age: 18 Years
• Healthy volunteers: Not accepted

Summary

The main purpose of this study is to establish a frailty automatic evaluation index "AI frailty index" based on artificial intelligence multi-modal non-contact monitoring information analysis. At the same time, the study will explore the correlation between ' AI weakness index ' and perioperative and long-term prognosis and quality of life.

Detailed description

This is a prospective cohort study. Patients who undergoes elective cardiac surgery will be enrolled. We collect frailty scales, clinical information and multi-modal, non-contact monitoring information during hospitalization. One-year follow-up will be done. The non-contact monitoring information are used to predict the frailty scales to establish and validate an AI-based frailty assessment model "AI frailty index". The AI frailty index will be further used to predict perioperative and long-term outcomes.

Conditions

• Frailty

Interventions

Type	Name	Description
OTHER	No intervention	No intervention

Timeline

• Start date: 2023-05-11
• Primary completion: 2024-12-31
• Completion: 2024-12-31
• First posted: 2023-10-24
• Last updated: 2025-05-28

Locations

1 site across 1 country: China