Skip to content

Study on the Development of Ischemic Stroke Risk Prediction Model Based on Artificial Intelligence Analysis of Retinal Microcirculation OCTA

Study on the Development of Ischemic Stroke Risk Prediction Model Based on Artificial Intelligence Analysis of Retinal Microcirculation OCTA

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600118670
Enrollment
Unknown
Registered
2026-02-09
Start date
2026-02-09
Completion date
Unknown
Last updated
2026-02-16

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Ischemic stroke

Interventions

High-risk population for ischemic stroke:None

Sponsors

Beijing Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1. Age >=18 years; 2. Capable of tolerating OCTA examination; 3. Meeting any one of the following conditions: (1) Diagnosed with ischemic stroke; (2) Belonging to the high-risk population for ischemic stroke (defined as: having a history of stroke or transient ischemic attack, or having >=3 core risk factors. The core risk factors include: hypertension, hyperlipidemia, diabetes, smoking, obesity, atrial fibrillation, or valvular heart disease).

Exclusion criteria

Exclusion criteria: 1. Presence of severe stroke sequelae (Modified Rankin Scale score >= 3); 2. Comorbidity with ophthalmic diseases that may affect fundus vascular and optic disc structures (e.g., retinal artery or vein occlusion, glaucoma, congenital optic disc abnormalities, etc.); 3. Severe opacity of the refractive media, which impairs fundus imaging quality; 4. Severe retinal microcirculatory disorders; 5. History of comorbid severe liver or kidney insufficiency, thyroid diseases, autoimmune diseases, or malignant tumors; 6. Expected lifespan of less than 1 year; 7. Other factors deemed inappropriate for participation in the study as assessed by the researchers.

Design outcomes

Primary

MeasureTime frame
Does ischemic stroke occur;Model predictive performance (accuracy, recall, F1 score, AUC);

Secondary

MeasureTime frame
Diagnosis and etiological classification of IS;

Countries

China

Contacts

Public ContactChen Yuhui

Beijing Hospital

cmucyh@163.com+86 136 9338 4209

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 19, 2026