MRI-based Clinico-radiomics Predicting Lymph Node Metastasis Status of Hilar Cholangiocarcinoma
- Conditions
- Hilar Cholangiocarcinoma
- Interventions
- Other: No interventions
- Registration Number
- NCT05626127
- Brief Summary
This is a prospective, observational diagnostic study aiming to assess multiparametric MRI-based clinico-radiomics for identifying lymph node metastasis status in hilar cholangiocarcinoma.
- Detailed Description
A preoperative tool capable of predicting lymph node metastasis status in hilar cholangiocarcinoma is lacking and urgently needed for clinical practice. This study proposes to establish and evaluate a machine-learning algorithms of multiparametric MRI-based clinico-radiomics for identifying lymph node metastasis status in hilar cholangiocarcinoma. This study will investigate the relationship between radiomic depth information and tumor biological characteristics. The study includes the construction of capable MRI-based clinico-radiomics prediction model and the validation of the prediction model.
Recruitment & Eligibility
- Status
- RECRUITING
- Sex
- All
- Target Recruitment
- 60
- The patient must sign an informed consent form;
- Age 18-75 years old, both male and female;
- ECOG performance status score (PS score) 0-2;
- Hilar cholangiocarcinoma with resectable tumor lesions;
- Complete the upper abdomen MRI examination before treatment;
- Accompanied with other primary malignant tumors;
- Patients who have neoadjuvant chemotherapy or other tumor-targeted therapies;
- Incomplete imaging or medical history data.
Study & Design
- Study Type
- OBSERVATIONAL
- Study Design
- Not specified
- Arm && Interventions
Group Intervention Description Sun Yat-Sen Memorial Hospital of Sun Yat-sen University No interventions The cohort of Sun Yat-Sen Memorial Hospital of Sun Yat-sen University is the validation cohort.
- Primary Outcome Measures
Name Time Method Lymph node metastasis status Baseline The value of multiparametric MRI-based clinico-radiomics in predicting lymph node metastasis.
- Secondary Outcome Measures
Name Time Method
Trial Locations
- Locations (1)
Sun Yat-sen Memorial Hospital, Sun Yat-sen University
🇨🇳Guangzhou, Guangdong, China