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Ophthalmic Multimodal AI-Assisted Medical Decision-Making
Sponsor: The Eye Hospital of Wenzhou Medical University
Summary
This is a multi-center, retrospective clinical study designed to evaluate the application and effectiveness of an AI-assisted medical decision support system, leveraging multimodal data fusion, in ophthalmic clinical practice.
Official title: A Study on Ophthalmic Multimodal AI-Assisted Medical Decision-Making Based on Imaging and Electronic Medical Record Data
Key Details
Gender
All
Age Range
Any - Any
Study Type
OBSERVATIONAL
Enrollment
5000000
Start Date
2024-12-20
Completion Date
2025-05
Last Updated
2025-04-17
Healthy Volunteers
No
Conditions
Interventions
Diagnostic Test: AI-Based Diagnostic and Prognostic Model for Ocular Diseases
This intervention involves an AI system that leverages multimodal data fusion to support the clinical decision-making and evaluation of ophthalmic diseases. It integrates multi-modal data, including fundus photography, optical coherence tomography (OCT), and patient clinical records, to provide real-time, precise, and personalized diagnostic support. Unlike other models, this system utilizes a longitudinal patient dataset to predict disease progression and treatment outcomes.Key distinguishing features include: 1. Multi-Modal Data Integration: Combines imaging, clinical, and genetic data for comprehensive analysis. 2. Predictive Capability: Offers advanced prognostic predictions, enabling personalized treatment plans. 3. Deep Learning Framework: Employs state-of-the-art deep learning algorithms for improved diagnostic accuracy and efficiency. 4. Real-World Validation: Validated using a large cohort of diverse patient data, ensuring generalizability and robustness.
Locations (5)
ZhuHai Hospital, zhuhai, guangdong
Zhuhai, Guangdong, China
First Affiliated Hospital of Wenzhou Medical University
Wenzhou, Zhejiang, China
Second Affiliated Hospital of Wenzhou Medical Universit
Wenzhou, Zhejiang, China
The Eye Hospital of Wenzhou Medical University
Wenzhou, Zhejiang, China
Macau University of Science and Technology Hospital
Macao, Macau, Macau