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This three parallel-arms, randomized, multicenter trial is aimed at investigating the value of AI-assisted optical biopsy for differentiating between neoplastic and non-neoplastic polyps which will lead to the implementation of cost-saving strategies in screening programs. A cost-effectiveness analyses with the use of modern trial emulation analyses of large observational and clinical trial datasets and real-cost data will be conducted. To improve personalized treatment with a novel colonoscopy CADx risk-prediction tool, the investigators will even develop a novel deep learning algorithm for the optical biopsy of the alternative pathway of colorectal cancer carcinogenesis, namely the serrated pathway and develop cost-effectiveness models of AI-assisted optical biopsy in colorectal cancer screening that provides reliable information to identify cancer risk regardless of physicians' skill.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Standard Arm CADe | Active Comparator | Standard, high-definition colonoscopy with the use of CADe assistance (GI-GENIUS, Medtronic; CAD-EYE, Fujifilm; WISE VISION ,NEC). All detected polyps regardless of size and optical diagnosis will be resected and sent to pathology. |
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| Standard Arm CADe/CADx | Active Comparator | Standard, high-definition colonoscopy with the use of CADe/CADx assistance (GI-GENIUS, Medtronic; CAD-EYE, Fujifilm; WISE VISION ,NEC). All detected polyps regardless of size and optical diagnosis will be resected and sent to pathology. |
|
| Leave-In-Situ Arm | Experimental | Standard, high-definition colonoscopy with the use of CADe/CADx assistance (GI-GENIUS, Medtronic; CAD-EYE, Fujifilm; WISE VISION, NEC). Polyps will be left in situ if diminutive (≤5 mm) in size, located in the rectum or sigma and optically diagnosed by the endoscopist using the system to be hyperplastic with high confidence, otherwise resected and sent to pathology. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Standard, high-definition colonoscopy with the use of CADe assistance | Device | All detected polyps regardless of size and optical diagnosis will be resected and sent to pathology. |
| Measure | Description | Time Frame |
|---|---|---|
| Non-inferiority in Adenoma Detection Rate | Non-inferiority in the Adenoma Detection Rate, defined as the proportion of participants with at least one adenoma (per-patient analysis) in the three arms, when adopting a cost-saving leave-in-situ strategy for non-neoplastic rectosigmoid diminutive polyps. | 4 years |
| Measure | Description | Time Frame |
|---|---|---|
| Negative Predictive Value for colorectal neoplasia | Negative Predictive Value for colorectal neoplasia when adopting a leave-in-situ strategy for rectosigmoid diminutive polyps based on the use of Artificial Intelligence. | 4 years |
| Concordance between post-polypectomy surveillance and when adopting a leave-in-situ strategy |
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Inclusion Criteria:
Exclusion Criteria:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Cesare Hassan | Contact | 02-82247385 | cesare.hassan@hunimed.eu |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Istituto Clinico Humanitas | Recruiting | Rozzano | Milano | 20089 | Italy | |
| Istituto Clinico Humanitas |
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| Standard, high-definition colonoscopy with the use of CADe/CADx assistance, no leave-in-situ | Device | All detected polyps regardless of size and optical diagnosis will be resected and sent to pathology. |
|
| Standard, high-definition colonoscopy with the use of CADe/CADx assistance, leave-in-situ | Device | Polyps will be left in situ if diminutive (≤5 mm) in size, located in the rectum or sigma and optically diagnosed by the endoscopist using the system to be hyperplastic with high confidence, otherwise resected and sent to pathology. |
|
Concordance between post-polypectomy surveillance based on strategies based on optical diagnosis with Artificial Intelligence and those based on histology, and when adopting a leave-in-situ strategy for colorectal diminutive polyps based on the use of Artificial Intelligence |
| 4 years |
| Change in the cost of polypectomy and histology in screening programs | Change in the cost of polypectomy and histology in screening programs, when implementing strategies based on Artificial Intelligence-based optical biopsy, without changes in benefit related with detection of colorectal neoplasia | 4 years |
| Recruiting |
| Rozzano |
| Milano |
| 20089 |
| Italy |
|
| ID | Term |
|---|---|
| D003110 | Colonic Neoplasms |
| ID | Term |
|---|---|
| D015179 | Colorectal Neoplasms |
| D007414 | Intestinal Neoplasms |
| D005770 | Gastrointestinal Neoplasms |
| D004067 | Digestive System Neoplasms |
| D009371 | Neoplasms by Site |
| D009369 | Neoplasms |
| D004066 | Digestive System Diseases |
| D005767 | Gastrointestinal Diseases |
| D003108 | Colonic Diseases |
| D007410 | Intestinal Diseases |
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