The purpose of our study was to assess the performance of esophagogastroduodenoscopy automatic quality-control system in real-time quality control of EGD.
Investigators developed a real-time quality control system of esophagogastroduodenoscopy(EGD) named EGD automatic quality-control system (AQCS). Investigators carried a prospective multicenter randomized controlled trial to assess the performance of this system in quality control of real-time EGD, including detecting the early upper gastrointestinal cancer and precancerous lesions, assessing inspection completeness, mucosal visibility, time of EGD procedure and other indicators.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
OTHER
Masking
SINGLE
Enrollment
1,840
EGD automatic quality-control system(AQCS),developed based on deep convolutional neural network (DCNN) models,could facilitate real-time detection of upper gastrointestinal lesions, assess inspection completeness and mucosal visibility, and calculate time of EGD procedure.
Binzhou Medical University Hospital
Binzhou, Shandong, China
Linyi People's Hospital
Dezhou, Shandong, China
Central Hospital of Shengli Oilfield
Dongying, Shandong, China
Qilu Hospital of Shandong University
Jinan, Shandong, China
Detection rate of early cancer and precancerous lesions on upper gastrointestinal tract confirmed by pathological examination
The primary outcome is the detection rate of early cancer and precancerous lesions on upper gastrointestinal tract confirmed by pathological examination per group.
Time frame: 6 months
Detection rate of early cancer and precancerous lesions on upper gastrointestinal tract in tertiary hospitals and secondary hospitals.
Effect of detection rate of early cancer and precancerous lesions on upper gastrointestinal tract from tertiary hospitals and secondary hospitals with assistance of AQCS.
Time frame: 6 months
Mean inspection completeness of two groups.
Inspection completeness includes taking standard images of each parts of esophageal and gastric cavity.
Time frame: 6 months
Mean inspection time of EGD procedure of two groups.
Inspection time of EGD procedure is the time endoscopy inserting to withdrawing the mouth and does not include the time of biopsy.
Time frame: During procedure
Detection rate of early cancer and precancerous lesions on upper gastrointestinal tract from senior, intermediate and primary endoscopist with assistance of AQCS.
Effect of detection rate of early cancer and precancerous lesions on upper gastrointestinal tract from senior, intermediate and primary endoscopist with assistance of AQCS.
Time frame: 6 months
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PKUcare Luzhong Hospital
Zibo, Shandong, China
Zibo Municipal Hospital
Zibo, Shandong, China