NCT06570486 Contrast Between Traditional Regression Model and AI in Predicting Prolonged Stay Stay After Head and Neck Tumors
| NCT ID | NCT06570486 |
| Status | Recruiting |
| Phase | — |
| Sponsor | Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University |
| Condition | Head and Neck Cancer |
| Study Type | OBSERVATIONAL |
| Enrollment | 700 participants |
| Start Date | 2024-03-01 |
| Primary Completion | 2024-03-01 |
Eligibility & Interventions
Eligibility Fast-Check
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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 700 participants in total. It began in 2024-03-01 with a primary completion date of 2024-03-01.
⚠ 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 experiment is an observational study of cohort. By establishing a cohort of patients with head and neck tumors transferred to ICU after surgery, investigators compared the prediction effect of AI and the traditional prediction model on whether patients can be transferred to ICU within 24 hours of head and neck tumors. First retrospective analysis of patients after head and neck tumor surgery, medical records were collected, the test results are divided into training group and validation group according to 7:3, divided into 2 groups according to the patient ICU stay time is greater than 24 hours, the prediction model after the ICU duration of head and neck tumor surgery after more than 24 hours. At the same time, clean the data, train the AI with the data, and compare the effectiveness of both sides with the ROC. After the establishment of prediction model and AI training, the patients included in the cohort were evaluated by prediction model and AI immediately after being transferred to the ICU, predicting the possibility of transferring out of the ICU within 24 hours.
Eligibility Criteria
Inclusion Criteria: 1. Patients after head and neck tumors; 2. older than 18 years. Exclusion Criteria: 1. Patients transferred to ICU twice after head and neck tumors; 2. Patients with unplanned transfer to the ICU.
Frequently Asked Questions
Who can join the NCT06570486 clinical trial?
This trial is open to participants of all sexes, aged 18 Years or older, studying Head and Neck Cancer. Full inclusion and exclusion criteria are listed in the Eligibility Criteria section. Always confirm your eligibility with the research team before applying.
Is NCT06570486 currently recruiting?
Yes, NCT06570486 is actively recruiting participants. Visit ClinicalTrials.gov or contact Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University to inquire about joining.
Where is the NCT06570486 trial being conducted?
This trial is being conducted at Guangzhou, China.
Who is sponsoring the NCT06570486 clinical trial?
NCT06570486 is sponsored by Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University. The trial plans to enroll 700 participants.
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