Actively Recruiting
Machine Learning-based Longitudinal Study of Post-ICU Syndrome Development Trajectory in Critically Ill Patients and Construction of Clinical Early Warning Models: a Research Protocol for Longitudinal Study
Led by The Affiliated Hospital Of Guizhou Medical University · Updated on 2025-05-31
840
Participants Needed
1
Research Sites
130 weeks
Total Duration
On this page
Sponsors
T
The Affiliated Hospital Of Guizhou Medical University
Lead Sponsor
C
Chinese nursing association
Collaborating Sponsor
AI-Summary
What this Trial Is About
This project intends to track and evaluate whether post-ICU syndrome will occur 7 days, 1 month, 3 months and 6 months after ICU patients are transferred out of the ICU through a longitudinal study, apply the latent category growth model to identify different trajectory patterns of post-ICU syndrome in critically ill patients, and use modern machine learning models to build an early warning model of the trajectory patterns of post-ICU syndrome.
CONDITIONS
Official Title
Machine Learning-based Longitudinal Study of Post-ICU Syndrome Development Trajectory in Critically Ill Patients and Construction of Clinical Early Warning Models: a Research Protocol for Longitudinal Study
Who Can Participate
Eligibility Criteria
You may qualify if you...
- Stayed in ICU for 24 hours or more
- Age 18 years or older
- Conscious and able to communicate without barriers when leaving ICU
- Provided informed consent
- One family member aged 18 or older acts as primary caregiver and medical decision-maker
- Family member has no history of mental illness or serious organic diseases
- Family member provides informed consent and voluntarily participates
You will not qualify if you...
- ICU stay longer than 24 hours within 3 months before this admission
- Transferred to another ICU
- Cognitive impairment before ICU admission (BDRS > 4 points)
- Severe hearing impairment or speech difficulties preventing follow-up
- Unable to complete questionnaires due to serious illness
- Family members refuse to participate or have severe hearing or language impairments preventing cooperation
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 1 location
1
Affiliated Hospital of Guizhou Medical University
Guiyang, Guizhou, China, 550004
Actively Recruiting
Research Team
T
Tingrui WANG
CONTACT
How is the study designed?
Study Type
OBSERVATIONAL
Masking
N/A
Allocation
N/A
Model
N/A
Primary Purpose
N/A
Number of Arms
0
Not the Right Trial for You?
Explore thousands of other clinical trials that might be a better match.
Sign up to get personalized trial recommendations delivered to your inbox.
Already have an account? Log in here