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Study on risk prediction model of neovascular glaucoma secondary to diabetic retinopathy based on machine learning

Study on risk prediction model of neovascular glaucoma secondary to diabetic retinopathy based on machine learning

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500104104
Enrollment
Unknown
Registered
2025-06-11
Start date
2024-08-01
Completion date
Unknown
Last updated
2025-06-16

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

Conditions

Diabetic retinopathy secondary to neovascular glaucoma

Interventions

Retrospective Observation Group:No specific interventions or exposure factors are set for this study, and study participants will receive routine diabetic eye disease treatment and f
Prospective Observation Group:No specific interventions or exposure factors are set for this study, and study participants will receive routine diabetic eye disease treatment and f

Sponsors

Shenzhen Eye Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.(Retrospective group) Age and sex: male and female patients aged 18 years and over to include a broad representation of the adult population; 2.(Retrospective group) Disease diagnosis: patients with a clinical diagnosis of diabetic retinopathy (DR) within the last 3 years, including all types of DR; 3.(Retrospective group) Medical history: with detailed medical history and sufficient medical information, including time of diabetes diagnosis, diagnosis and grading of DR, treatment history, etc. 4.(Retrospective group) Data completeness: the patient's medical record must contain complete clinical data and biomarker data sufficient to support the data analysis needs of this study; 5.(Prospective group) Age and Gender: Male and female patients aged 18 years or older, with no upper limit, to ensure broad representation of the adult population. 6.(Prospective group) Diagnosis: Patients clinically diagnosed with diabetic retinopathy (DR) by ophthalmologists, including both non-proliferative and proliferative DR. 7.(Prospective group) Duration of Diabetes: A confirmed diagnosis of diabetes for at least 5 years is required, accounting for the long-term effects of diabetes on the progression of ocular complications. 8.(Prospective group) Informed Consent: Participants must demonstrate comprehension of the study and voluntarily sign the informed consent form, indicating their agreement to participate and comply with the study protocol.

Exclusion criteria

Exclusion criteria: 1.(Retrospective group) Other Ocular Conditions: Presence of significant ocular comorbidities (e.g., uncontrolled glaucoma, severe dry eye syndrome) that may confound the study outcome assessments. 2.(Retrospective group) Recent eye surgery: eye surgery or specific treatment (e.g., anti-VEGF treatment) within 6 months prior to inclusion, which may interfere with the risk assessment of NVG. 3.(Retrospective group) Incomplete medical records: patients lacking sufficient clinical data or with incomplete medical record information will be excluded to ensure the accuracy of data analysis. 4.(Retrospective group) Serious systemic diseases: suffering from serious systemic diseases, such as end-stage renal disease and heart disease, which may affect the overall health status of patients and the interpretation of study data. 5.(Prospective group) Other eye diseases: Pre-existing severe congenital eye diseases or other eye diseases (e.g., severe dry eye, keratoconus, etc.), which may interfere with the assessment of DR and NVG. 6.(Prospective group) Recent Ocular Surgery: Having undergone ocular surgery or specialized ocular treatments within the past 6 months, as these interventions may affect the risk assessment of NVG. 7.(Prospective group) Systemic Diseases: Presence of significant systemic comorbidities (e.g., end-stage renal disease, uncontrolled hypertension, or cardiac disease) that may adversely affect the patient's overall health status and ability to participate in the study. 8.(Prospective group) Inability to Complete Follow-up: Patients who cannot guarantee at least 1 year of follow-up or are at high risk of being lost to follow-up will be excluded.

Design outcomes

Primary

MeasureTime frame
whether Blood Parameters affects the incidence of NVG;Incidence and associated risk factors of NVG;

Secondary

MeasureTime frame
whether Optical Coherence Tomography (OCT) Data affects the incidence of NVG;whether Corneal Endothelial Cell Count affects the incidence of NVG;whether Medical History and Patient Demographic Data affects the incidence of NVG;whether Ocular Biometric Parameters affects the incidence of NVG;

Countries

China

Contacts

Public ContactZhichao Yan

Shenzhen Eye Hospital

tiaosuper@163.com+86 13570371384

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026