Diabetic retinopathy
Conditions
Interventions
Index test:Prediction 
model 
for 
future 
risks 
of 
DR 
based 
on 
machine 
learning 
(ML) 
algorithm.
Sponsors
Dalian Municipal Central Hospital
Eligibility
Sex/Gender
Male
Age
18 Years to 70 Years
Inclusion criteria
Inclusion criteria: 1. Patients in the Department of Endocrinology, Dalian Central Hospital Affiliated to Dalian Medical University from January 2010 to January 2020, hospitalized at least once during the follow-up period; 2. Aged >= 18 years; 3. Diagnosed with type 2 diabetes; 4. Diabetic retinopathy was not diagnosed at the first hospitalization.
Exclusion criteria
Exclusion criteria: Patients with pre-existing eye disease (cataract, glaucoma, or other eye disease).
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Height;Weight;Age; | — |
Countries
China
Contacts
Public ContactLiu Xuhan
Dalian Central Hospital
Outcome results
None listed