kidney diseases
Conditions
Interventions
Gold Standard:Renal biopsy or diagnosis by an experienced expert
Index test:Artificial 
intelligence 
system 
based 
on 
image
Sponsors
Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology
Eligibility
Sex/Gender
All
Age
18 Years to 80 Years
Inclusion criteria
Inclusion criteria: 1. Patient group: (1) Aged >= 18 years; (2) The eye position is normal, the central fixation point is good, and an ophthalmological examination can be performed; (3) The eye image is clear, easy to read and distinguish; (4) Kidney disease was diagnosed by renal biopsy or by an experienced expert. 2. Control group: (1) Aged >= 18 years; (2) The eye position is normal, the central fixation point is good, and an ophthalmological examination can be performed; (3) The eye image is clear, easy to read and distinguish; (4) No kidney disease was judged by a nephrologist.
Exclusion criteria
Exclusion criteria: Severe uncontrollable systemic disease.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Area under the receiver operating characteristic curve for deep learning systems; | — |
Secondary
| Measure | Time frame |
|---|---|
| Sensitivity of deep learning systems;Specificity of deep learning systems; | — |
Countries
China
Contacts
Public ContactSun Xufang
Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology
Outcome results
None listed