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Prediction of Postoperative Visual Acuity in Cataract Patients Using a Macular Optical Coherence Tomography-based Deep Learning Method

Prediction of Postoperative Visual Acuity in Cataract Patients Using a Macular Optical Coherence Tomography-based Deep Learning Method

Status
Not yet recruiting
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT04887909
Enrollment
1100
Registered
2021-05-14
Start date
2021-05-20
Completion date
2026-12-31
Last updated
2021-05-14

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

Conditions

Data Collecting

Keywords

artificial intelligence, deep learning, cataract surgery, acuity vision, macular, optical coherence tomography

Brief summary

The purpose of this study is to collect the macular OCT images and preoperative and postoperative visual acuity of cataract patients who had been operated in the eye center of the Second Affiliated Hospital of Zhejiang University Medical College, and to train a model that can relatively accurately predict the postoperative visual acuity of patients by deep learing.

Interventions

None listed

Sponsors

Second Affiliated Hospital, School of Medicine, Zhejiang University
Lead SponsorOTHER

Study design

Observational model
OTHER
Time perspective
RETROSPECTIVE

Eligibility

Sex/Gender
ALL
Age
50 Years to 90 Years
Healthy volunteers
Yes

Inclusion criteria

* Senile cataract patients, with or without macular disease, the impact of cataract on vision has affected the daily life of patients.

Exclusion criteria

* Glasses can obviously improve eyesight * In addition to macular disease, combined with other eye diseases that seriously affect vision, resulting in no significant improvement in postoperative vision * Complicated cataract surgery due to trauma and other reasons * Combined with other eye diseases not suitable for intraocular lens implantation * Patients with systemic diseases who cannot tolerate surgery

Design outcomes

Primary

MeasureTime frameDescription
Uncorrected distance visual acuity1 month postoperativelyThe UCVA was measured by the same optometrist at each visit
Best Corrected Visual Acuity1 month postoperativelyThe BCVA was measured by the same optometrist at each visit
Macular optical coherence tomography1 month postoperativelyMacular oct was measured by the same doctor at each visit

Countries

China

Contacts

Primary ContactWen Xu
xuwen2003@zju.edu.cn+86-13858185223

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026