Sedation Level on Machine Learning With Electroencephalogram in Painless Gastroenteroscopy Patients

NCT ID: NCT05545397

Last Updated: 2022-09-21

Basic Information

• Recruitment Status: UNKNOWN
• Total Enrollment: 50 participants
• Study Classification: OBSERVATIONAL
• Study Start Date: 2022-09-15
• Study Completion Date: 2022-12-31

Brief Summary

Painless endoscopy technology can make patients comfortable under anesthesia, but because of the painless inside.The diagnosis and treatment time of endoscopic examination is short, and the transport is fast. Anesthesia related wind such as deep breathing depression and hypoxemia will occurRisks.Eeg depth monitoring can assist anesthesiologists to evaluate the depth of anesthesia and reduce the risk. Artificial intelligence is adopted.There are few reports on the evaluation of anesthesia depth and drug dosage by electroencephalogram (EEG) monitoring in outpatient patients with painless gastroenteroscopy.

Detailed Description

1.examination, and establish brainClassification model of electrogram and sedation depth;2. The EEG characteristics, basic information and propofol were administered to all patients.The dose model of propofol painless gastroenteroscopy was established by machine learning to guide anesthesia Drug use;3. Evaluate the time and space complexity of the model, build the model, and assist the anesthesiologist to individualize the patient Chemical, safe and comfortable management.

Conditions

Gastritis

Study Design

• Observational Model Type: COHORT
• Study Time Perspective: PROSPECTIVE

Study Groups

The propofol group

Patients undergoing painless gastroenteroscopy under general anesthesia

Propofol

Intervention Type: DRUG

And pump propofol at a rate of 600ml/h. The degree of sedation was assessed by the MOAA/S scale until the depth sadation of the patient during the monitor of EEG

EEG montior

Intervention Type: DEVICE

And pump propofol at a rate of 600ml/h. The degree of sedation was assessed by the MOAA/S scale until the depth sadation of the patient during the monitor of EEG

Interventions

Propofol

And pump propofol at a rate of 600ml/h. The degree of sedation was assessed by the MOAA/S scale until the depth sadation of the patient during the monitor of EEG

Intervention Type: DRUG

EEG montior

And pump propofol at a rate of 600ml/h. The degree of sedation was assessed by the MOAA/S scale until the depth sadation of the patient during the monitor of EEG

Intervention Type: DEVICE

Eligibility Criteria

Inclusion Criteria

1. Painless gastroenteroscopy patients

2. ASA classification is Ⅰ-Ⅱ

3. Patients who are willing to cooperate

4. No schizophrenia,epilepsy and other neurological diseases

Exclusion Criteria

1. allergic to propofol

2. Patients who are unwilling to cooperate

3. Patients with psychiatric disorders

4. Patients using sedative drugs for a long time

5. Patients with neuropsychiatric disorders

6. Patients with severe heart, liver, kidney and respiratory diseases

• Minimum Eligible Age: 18 Years
• Maximum Eligible Age: 65 Years
• Eligible Sex: ALL
• Accepts Healthy Volunteers: Yes

Sponsors

General Hospital of Ningxia Medical University

OTHER

Sponsor Role: lead

Responsible Party

Responsibility Role: SPONSOR

Locations

Ningxia Medical University Cardiovascular and Cerebrovascular Disease Hospital

Yinchuan, The Ningxia Hui Autonomous Region, China

Site Status: RECRUITING

Countries

China

Central Contacts

Huiwen Zhang

Role: CONTACT

zhanghuiwen1128@163.com

18709500998

Zhenghong Zhao

Role: CONTACT

592068802@qq.com

13519576995

Facility Contacts

Zhang Huiwen

Role: primary

zhanghuiwen1128@163.com

18709500998

Ma Hanxiang

Role: backup

13519591 598

Other Identifiers

Huiwen Zhang

Identifier Type: -

Identifier Source: org_study_id