NCT06427265 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
| NCT ID | NCT06427265 |
| Status | Recruiting |
| Phase | — |
| Sponsor | The Affiliated Hospital Of Guizhou Medical University |
| Condition | Intensive Care Unit Syndrome |
| Study Type | OBSERVATIONAL |
| Enrollment | 840 participants |
| Start Date | 2023-12-01 |
| Primary Completion | 2025-06-01 |
Eligibility & Interventions
Eligibility Fast-Check
Enter your details for a quick preliminary check. This does not replace medical advice.
What to Expect as a Participant
This is an observational study. You will not receive an experimental treatment; researchers will collect data based on your existing condition or standard treatment.
This trial targets 840 participants in total. It began in 2023-12-01 with a primary completion date of 2025-06-01.
⚠ This information is for research awareness only. Always consult your physician before joining any clinical trial. Participation is voluntary and you may withdraw at any time.
Brief 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 Criteria
Inclusion Criteria patients : * 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 Criteria patients : * 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.
Contact & Investigator
Li Yao
STUDY CHAIR
The Affiliated Hospital Of Guizhou Medical University
Frequently Asked Questions
Who can join the NCT06427265 clinical trial?
This trial is open to participants of all sexes, aged 18 Years or older, up to 100 Years, studying Intensive Care Unit Syndrome. Full inclusion and exclusion criteria are listed in the Eligibility Criteria section. Always confirm your eligibility with the research team before applying.
Is NCT06427265 currently recruiting?
Yes, NCT06427265 is actively recruiting participants. Contact the research team at W19117899885@163.com for enrollment information.
Where is the NCT06427265 trial being conducted?
This trial is being conducted at Guiyang, China.
Who is sponsoring the NCT06427265 clinical trial?
NCT06427265 is sponsored by The Affiliated Hospital Of Guizhou Medical University. The principal investigator is Li Yao at The Affiliated Hospital Of Guizhou Medical University. The trial plans to enroll 840 participants.