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In this study, the investigators used the optical flow method to measure the colonoscopy withdrawal speed, and doctors were selected from multiple hospitals to collect prospective colonoscopy screening videos, and the percentage of colonoscopy withdrawal overspeed was calculated to explore the relationship between it based on optical flow method and the adenoma detection rate.
Study showed that adequate withdrawal time is an important prerequisite for full mucosal inspection. In a large population-based analysis, a 1-min increase in withdrawal time led to a 3.6% increase in the ADR. Protocols or expert consensus recommend a standard withdrawal time of 6 min or longer. However, Findings of studies showed that a number of colonoscopies had a withdrawal time less than 6 min, which greatly reduces the ADR.
Investigator's preliminary experiments have shown that deep learning can monitor the colonoscopy withdrawal time in real-time and improve the adenoma detection rate. Based on the above rich foundation of preliminary work and the massive demand for improving the colonoscopy withdrawal assessment system.
The investigators improved EndoAngel to use optical flow method to monitor the colonoscopy withdrawal speed. The performance of the EndoAngel system was verified in colonoscopy videos. The investigators then aimed to evaluate whether the EndoAngel system could improve polyp detection rate after restricting the colonoscopy withdrawal speed.
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| Measure | Description | Time Frame |
|---|---|---|
| The adenoma detection rate (ADR) | ADR was calculated by dividing the total number of patients being detected adenomas by the number of colonoscopies. | A month |
| The percentage of colonoscopy withdrawal overspeed | The percentage of colonoscopy withdrawal overspeed was calculated by dividing the time of colonoscopy withdrawal overspeed by the total time of colonoscopy withdrawal. | A month |
| Measure | Description | Time Frame |
|---|---|---|
| The polyp detection rate (PDR) | PDR was calculated by dividing the total number of patients being detected polyps by the number of colonoscopies. | A month |
| The mean number of polyps per patient (MNP) |
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Inclusion Criteria:
Exclusion Criteria:
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In this study, endoscopists who completed at least 140 colonoscopies were selected as the research objects, and patients who met the criteria were included in the experiment.
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Honggang Yu, Doctor | Contact | 8613871281899 | yuhonggang@whu.edu.cn | |
| Chaijie Luo, Doctor | Contact | 8619828616210 | 937648081@qq.com |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Renmin Hospital | Recruiting | Hubei | Wuhan, Hubei | 430000 | China |
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| ID | Term |
|---|---|
| D005767 | Gastrointestinal Diseases |
| ID | Term |
|---|---|
| D004066 | Digestive System Diseases |
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Patient colonoscopy videos, photo documentation and pathological section
MNP was calculated by dividing the total number of polyps by the number of colonoscopies.
| A month |
| The mean number of adenomas per patient (MAP) | MAP was calculated by dividing the total number of adenomas by the number of colonoscopies. | A month |
| colonoscopy withdrawal time | The time is taken to finish the examination from the beginning of the ileocecal region. | A month |
| colonoscopy forward time | The time is taken to go from the rectum to the ileocecal region. | A month |