RecruitingNCT06427265
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
Sponsor
The Affiliated Hospital Of Guizhou Medical University
Enrollment
840 participants
Start Date
Dec 1, 2023
Study Type
OBSERVATIONAL
Conditions
Summary
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.
Eligibility
Min Age: 18 YearsMax Age: 100 Years
Inclusion Criteria8
- Length of stay in ICU ≥24h;
- Age ≥18 years old;
- Conscious when leaving ICU, communicating with investigators without barriers;
- Informed consent. Family members：
- One family member ≥18 years of age was selected for each patient;
- Assume the main role of caring for patients and medical decision-making;
- No history of mental illness or other serious organic diseases;
- Informed consent and voluntary participation in this study.
Exclusion Criteria8
- Have been in ICU for more than 24h within 3 months before this admission;
- Transferred to another ICU;
- Cognitive impairment existed before ICU admission (BDRS > 4 points);
- Severe hearing impairment, dysarthria, etc., which cannot be followed up;
- Unable to complete the questionnaire survey due to serious illness.
- Family members:
- Family members refuse to participate in the study due to their own reasons;
- Severe hearing and language impairment, unable to cooperate with researchers.
Interested in this trial?
Get notified about updates and connect with the research team.
Locations(1)
View Full Details on ClinicalTrials.gov
For the most up-to-date information, visit the official listing.
NCT06427265
Related Trials
Brain Health in Breast Cancer Survivors
NCT042970201 location
Spatial Scene Recognition Memory in Epilepsy Surgery
NCT075801832 locations
Maze Balance Board Training Effects on Mobility and Motor Skills in Cognitively Impaired Children
NCT075788961 location
Creation of an Ecological Tool Assessing Episodic Memory in Geriatrics
NCT056685981 location
A SMART Trial of Adaptive Exercises to Optimize Aerobic-Fitness Responses
NCT058771961 location