Actively Recruiting
AI-Driven Genotype Prediction Using EHR and Multimodal Data
Led by The Eye Hospital of Wenzhou Medical University · Updated on 2025-04-17
100000
Participants Needed
4
Research Sites
100 weeks
Total Duration
On this page
AI-Summary
What this Trial Is About
The goal of this clinical study is to explore the potential of using electronic health records (EHR) and multimodal data (such as imaging, lab results, and clinical history) to predict a patient's genotype. The study will evaluate whether predictive models based on this non-genetic data can accurately infer genetic information, which traditionally requires direct genetic testing.
CONDITIONS
Official Title
AI-Driven Genotype Prediction Using EHR and Multimodal Data
Who Can Participate
Eligibility Criteria
You may qualify if you...
- Participants must have comprehensive electronic health records (EHR), including medical history, lab results, and relevant imaging data (e.g., X-rays, MRIs, CT scans).
- Participants must have existing genetic testing data available for comparison, if applicable.
- Participants must be willing to provide consent for the use of their health data in the study.
- Participants must have no active intervention related to genetic testing or prediction during the study period.
- Participants should have complete and verifiable health data to allow for accurate prediction by the AI model.
You will not qualify if you...
- Participants without available EHR, lab results, or imaging data.
- Participants with ambiguous, inaccurate, or unverifiable genetic testing results that cannot be used for comparison.
- Patients with significant discrepancies or missing data that would prevent the AI model from making accurate predictions.
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 4 locations
1
Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University
Guangzhou, Guangdong, China
Actively Recruiting
2
Sun Yat-sen University Cancer Hospital
Guangzhou, Guangdong, China
Actively Recruiting
3
First Affiliated Hospital of Wenzhou Medical University
Wenzhou, Zhejiang, China
Completed
4
Second Affiliated Hospital of Wenzhou Medical University
Wenzhou, Zhejiang, China
Actively Recruiting
Research Team
F
Fei Liu, 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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