Management of Pancreatic Cystic Lesions Using Artificial Intelligence Based on EUS and Multimodal Data
Recruiting · NCT07463872 · Observational (researchers observe without assigning treatment) · Lead sponsor: Huazhong University of Science and Technology
View the official record on ClinicalTrials.gov →Interventions studied
Cyst-AI model
What this trial is about
The primary objective is to construct a multimodal AI model (Cyst-AI) based on EUS images and clinical data such as imaging features(CT or MRI) and laboratory tests to assist endoscopists in the diagnosis of pancreatic cystic lesions(PCLs), mainly differentiating mucinous from non-mucinous lesions. The secondary objective is to evaluate the model's effectiveness in risk stratification and clinical management for patients with PCLs.
Who can take part
Age range
18 Years and older
Sex
All (male and female)
Healthy volunteers
No - a diagnosis or condition is required
Phase
Not specified
Study type
Observational (researchers observe without assigning treatment)
Inclusion criteria
- Patients whose EUS results indicates pancreatic cystic or cystoid lesions;
- Mucinous lesions: including mucinous cystic neoplasm (MCN), intraductal papillary mucinous neoplasm (IPMN);
- Non-mucinous lesions: including pancreatic pseudocyst, serous cystic neoplasm (SCN), cystic neuroendocrine tumor (cNET).
Exclusion criteria
- Patients whose age is less than 18 years old;
- Patients who have undergone pancreatic surgery before the EUS examination;
- Patients who have received chemotherapy and radiotherapy for pancreatic tumors before the EUS examination;
- Pathological results indicate that pancreatic lesions are metastatic lesions from other sites;
- Patients whose EUS images or reports are missing;
- EUS image quality does not meet the requirements for review, such as blurry imaging or containing artifacts, biopsy needles, measuring scales, or other additional annotations that are not part of the original EUS image;
- Patients whose final diagnosis is unclear.
Where it is running
2 locations listed.
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology - Wuhan, Hubei, China
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology - Wuhan, Hubei, China