Actively Recruiting
Development and Prospective Validation of a Multimodal Fusion Artificial Intelligence Model for Predicting the Efficacy of Neoadjuvant Treatment of Bladder Cancer
Led by Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University · Updated on 2025-04-03
550
Participants Needed
1
Research Sites
208 weeks
Total Duration
On this page
AI-Summary
What this Trial Is About
This study is a multi-center observational study without interventions, including the construction of an AI diagnostic model and retrospective testing of a multi-center cohort. The study participants are bladder cancer patients who have undergone imaging examinations, been pathologically diagnosed, and received neoadjuvant treatment, with complete clinical and pathological data. The study plans to enroll 130 patients from our center, collecting corresponding imaging images, and gathering clinical and genomic data to build and internally validate a multimodal AI model. The model's generalization and robustness will be tested to explore the association between multimodal data and the efficacy of neoadjuvant treatment for bladder cancer. The aim is to assist clinicians in predicting and evaluating the efficacy of neoadjuvant treatment for bladder cancer, with the goal of improving patient diagnosis, treatment outcomes, and prognosis.
CONDITIONS
Official Title
Development and Prospective Validation of a Multimodal Fusion Artificial Intelligence Model for Predicting the Efficacy of Neoadjuvant Treatment of Bladder Cancer
Who Can Participate
Eligibility Criteria
You may qualify if you...
- Bladder tumors confirmed by pathological diagnosis after resection
- Planned to receive neoadjuvant therapy and radical cystectomy
You will not qualify if you...
- Missing or incomplete standard bladder imaging or pathological data
- Prior local treatments such as interventional embolization
- Previous systemic treatments including radiotherapy, chemotherapy, immunotherapy, or targeted therapy
- Poor quality of imaging or pathological images
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 1 location
1
Sun Yat-sen Memorial Hospital of Sun Yat-sen University
Guangzhou, Guangdong, China, 510080
Actively Recruiting
Research Team
T
Tianxin Lin, Ph.D
CONTACT
H
Haishan Lin, MD
CONTACT
How is the study designed?
Study Type
OBSERVATIONAL
Masking
N/A
Allocation
N/A
Model
N/A
Primary Purpose
N/A
Number of Arms
1
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