Reinforcement Learned Automatic Anesthesia System During Painless Gastrointestinal Endoscopy
AAS-GE
Automated Anesthesia System-Gastrointestinal Endoscopy (AAS-GE): a Reinforcement Learning Based Control for Anesthesia During Gastrointestinal Endoscopy
1 other identifier
interventional
164
1 country
5
Brief Summary
The goal of this clinical trial is to compare the performance difference between trained model and clinical professionals in anesthesia control during gastrointestinal endoscopy. The participants would include adults aged between 18-65 years old with ASA scores I-II. The main questions it aims to answer are:
- Can AI model successfully and safely perform anesthesia during gastrointestinal endoscopy?
- Researchers hypothesis that anesthesia performed by professionals is not inferior to those performed by AI model. The researchers will compare the results of the AI group with the traditional group to see if both groups have similar success rates in performing anesthesia. Participants will fast for 8 hours before the procedure, and drinking water will be prohibited for 2 hours after taking the intestinal purgatives.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started May 2025
Shorter than P25 for not_applicable
5 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
February 26, 2025
CompletedFirst Posted
Study publicly available on registry
March 4, 2025
CompletedStudy Start
First participant enrolled
May 1, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
September 1, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
October 1, 2025
CompletedAugust 15, 2025
August 1, 2025
4 months
February 26, 2025
August 12, 2025
Conditions
Outcome Measures
Primary Outcomes (1)
Incidence of hypoxemia
Hypoxemia is defined as blood oxygen saturation below 92% at any time.
During procedure
Secondary Outcomes (10)
Area under curve of hypoxemia
During procedure
Lowest value of blood oxygen saturation
During procedure
Induction and maintenance doses of anesthesia
During procedure
Induction time
During procedure
Complete recovery time
During procedure
- +5 more secondary outcomes
Study Arms (2)
Test group
EXPERIMENTALIn the test group, participants will receive anesthesia via an AI model.
Control group
ACTIVE COMPARATORIn the control group, anesthesia will be induce by experienced anesthesiologists
Interventions
During gastrointestinal endoscopy, anesthesia will be induced using ciprofol, and controlled by an AI model.
Anesthesia will be induced using ciprofol, and controlled by experienced anesthesiologists.
Eligibility Criteria
You may qualify if:
- American Society of Anesthesiologists (ASA) physical status class I-II
- Expected operation duration less than 1 hour
You may not qualify if:
- History of cardiac, hepatic, renal, or metabolic disorders (e.g., diabetes, hypertension, sleep apnea)
- Known allergy to opioids or ciprofloxacin components
- Cachexia
- Hypothermia; history of narcotic abuse; chronic alcoholism; obesity (BMI \>30); patients with apnea
- Current pregnancy or lactation
- History of substance abuse or alcohol dependence
- Participation in any other drug clinical trial within the past 3 months
- Obesity (BMI \>30 kg/m²)
- Procedure termination due to gastric retention or inadequate bowel preparation
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Boston Intelligent Medical Research Center, Shenzhen United Scheme Technology Co., Ltd.lead
- Zhengzhou Central Hospitalcollaborator
- Xinzheng Public People's Hospitalcollaborator
- Henan Provincial People's Hospitalcollaborator
- Anxi County Hospitalcollaborator
- Jinjiang Municipal Hospital, Shanghai Sixth People's Hospital Fujian Campuscollaborator
Study Sites (5)
Anxi County Hospital
Anxi, Fujian, China
Jinjiang Municipal Hospital, Shanghai Sixth People's Hospital Fujian Campus
Jinjiang, Fujian, China
Xinzheng Public People's Hospital
Xinzheng, Henan, China
Henan Provincial People's Hospital
Zhengzhou, Henan, China
Zhengzhou Central Hospital
Zhengzhou, Henan, China
MeSH Terms
Interventions
Intervention Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- DOUBLE
- Who Masked
- PARTICIPANT, OUTCOMES ASSESSOR
- Purpose
- TREATMENT
- Intervention Model
- PARALLEL
- Sponsor Type
- INDUSTRY
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
February 26, 2025
First Posted
March 4, 2025
Study Start
May 1, 2025
Primary Completion
September 1, 2025
Study Completion
October 1, 2025
Last Updated
August 15, 2025
Record last verified: 2025-08