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Probe-based confocal laser endomicroscopy (pCLE) is an endoscopic technique that enables to evaluate the inflammation activity of ulcerative colitis with excellent correlation with histopathology. However this requires much experience, which limits the application of pCLE. The investigators designed a computer-aided diagnosis program using deep neural network to make diagnosis automatically in pCLE examination and contrast its performance with endoscopists.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Colon mucosa observed by pCLE | pCLE is used to evaluate the inflammation activity in different parts of the colon mucosa |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| The diagnosis of Artificial Intelligence and endoscopist | Diagnostic Test | When the colon mucosa is observed using pCLE, endoscopist and AI will make a diagnosis independently. In addition, the endoscopist can not see the diagnosis of AI. |
| Measure | Description | Time Frame |
|---|---|---|
| The diagnosis efficiency of Artificial Intelligence | The primary outcome is to test the diagnostic accuracy, sensitivity, specificity, PPV, NPV of the Artificial Intelligence for evaluation of inflammation activity of UC on pCLE examination. | 3 months |
| Measure | Description | Time Frame |
|---|---|---|
| Contrast the diagnosis efficiency of Artificial Intelligence with endoscopists | The secondary outcome is to compare the diagnosis efficiency (including diagnostic accuracy, sensitivity, specificity, PPV, NPV ) between Artificial Intelligence and endoscopists. | 3 months |
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Inclusion Criteria:
Exclusion Criteria:
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Consecutive patients who receive the endoscopy pCLE examination and screened that fulfill the eligibility criteria at Qilu Hospital, Shandong University will be enrolled into the study
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Yanqing Li | Contact | 053182169385 | liyanqing@sdu.edu.cn |
| Name | Affiliation | Role |
|---|---|---|
| Yanqing Li | Qilu Hospital of Shandong University | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Department of Gastroenterology, Qilu Hospital, Shandong University | Recruiting | Jinan | Shandong | 250012 | China |
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Endoscopist will observe the colon mucosa of UC using pCLE and take biopsy for histology examination.
| ID | Term |
|---|---|
| D003093 | Colitis, Ulcerative |
| ID | Term |
|---|---|
| D003092 | Colitis |
| D005759 | Gastroenteritis |
| D005767 | Gastrointestinal Diseases |
| D004066 | Digestive System Diseases |
| D015212 | Inflammatory Bowel Diseases |
| D003108 | Colonic Diseases |
| D007410 | Intestinal Diseases |
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