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RECRUITING
NCT06755190

Ophthalmic Multimodal AI-Assisted Medical Decision-Making

Sponsor: The Eye Hospital of Wenzhou Medical University

View on ClinicalTrials.gov

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

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