ClinicalTrials.gg
Not yet recruitingNCT07733154Updated Jul 29, 2026

AI-Driven IOL Prediction Using SS-OCT Biometry

An observational study in Cataract, sponsored by The Hong Kong Polytechnic University. Not yet recruiting at 3 sites in 3 countries. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2026-07-29.

Sponsored by The Hong Kong Polytechnic University · Observational

Study type
Observational
Model
Cohort
Time perspective
Prospective
Enrollment
2,500
Ages
18 Years and older
Sex
All
01

Study summary

This prospective, multicenter, non-interventional observational study aims to evaluate the agreement between a novel swept-source optical coherence tomography (SS-OCT) biometer and the IOLMaster 700 for ocular biometric measurements and to develop and validate an artificial intelligence (AI)-driven intraocular lens (IOL) power prediction model.

The primary research questions are:

Does the novel SS-OCT biometer provide ocular biometric measurements that are comparable to those obtained using the IOLMaster 700? Can an AI-driven IOL power prediction model developed from multicenter biometric, imaging, surgical, and postoperative refractive data improve the accuracy of postoperative refractive prediction?

Adult patients with age-related cataract who are scheduled to undergo routine phacoemulsification with posterior chamber IOL implantation will be consecutively recruited from participating study centers. Participants will undergo routine preoperative clinical assessments together with additional non-contact biometric measurements using the novel SS-OCT biometer before cataract surgery. Cataract surgery and postoperative care will follow standard clinical practice and will not be influenced by the study. Postoperative refractive and visual outcomes at approximately one month after surgery will be collected for analysis. The AI model and research device measurements will be used for research purposes only and will not be used to guide clinical decision-making during the study.

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Conditions studied

  • Cataract

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Keywords

  • Swept-source OCT
  • ocular biometry
  • intraocular lens power calculation
  • cataract surgery
  • axial length
  • IOLMaster comparison
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In context

Cataract

1,629 studies on the registry are indexed under Cataract; 235 are open to participants now.

This study's planned enrollment of 2,500 is above the median of 89 across 475 observational studies indexed under Cataract.

Browse Cataract studies →

Lead sponsor

The Hong Kong Polytechnic University is the lead sponsor of 679 studies on the registry; 257 are open to participants now.

Counted across the registry records on this site, refreshed daily.

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Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Study population

Adult patients with age-related cataract who are scheduled to undergo routine phacoemulsification and posterior chamber IOL implantation.

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  1. Aged 18 years or above.
  2. Diagnosed with age-related cataract.
  3. Scheduled for routine phacoemulsification with posterior chamber intraocular lens implantation.
  4. Able to cooperate with preoperative ocular biometric measurements and postoperative assessments.
  5. Able to attend the planned 1-month postoperative follow-up visit.
  6. Able to understand the study information and provide written .

Exclusion criteria

Exclusion Criteria:

  1. Ocular conditions that may significantly affect biometric measurements or postoperative refractive outcomes, including but not limited to severe corneal disease, severe ocular surface disease, advanced glaucoma, retinal detachment, severe maculopathy, significant optic nerve disease, or ocular trauma.
  2. History of previous intraocular surgery in the study eye, except minor superficial ocular procedures that are not expected to affect ocular biometry or refractive outcomes.
  3. Uncontrolled severe systemic disease that, in the opinion of the investigator or treating clinician, makes the patient unsuitable for routine cataract surgery or study participation.
  4. Cognitive impairment, severe mental disorder, or other condition that prevents the participant from understanding the study or providing valid .
  5. Poor cooperation that prevents reliable ocular biometric measurement or follow-up assessment.
  6. Current participation in another interventional clinical study that may affect the outcomes of this study.
Terms in these criteria, in plain language(1)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

Informed consent

Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.

You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.

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Study design

Observational model
Cohort
Time perspective
Prospective
Enrollment
2,500 participants (estimated)
Target follow-up
1 Month
Patient registry
Yes

Groups and cohorts

  • Cataract Surgical Participants

    All adult participants diagnosed with age-related cataract scheduled for routine phacoemulsification and IOL implantation. All subjects receive parallel preoperative ocular biometry scans with IOLMaster 700 and a novel investigational SS-OCT biometer, followed by 1-month postoperative refractive follow-up. No clinical treatment assignment is altered for research purposes.

    Device: IOLMaster 700 · Device: Novel SS-OCT Biometer

Interventions

  • DeviceIOLMaster 700

    Commercially available swept-source OCT biometer for routine preoperative cataract ocular biometry, used for standard clinical care.

  • DeviceNovel SS-OCT Biometer

    Investigational prototype swept-source OCT biometer for research-only parallel measurement of ocular biometric parameters; results will not be used to determine clinical IOL power selection.

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What researchers measure

Primary outcomes

  1. Agreement of ocular biometric parameters between Novel SS-OCT Biometer and IOLMaster 700

    Bland-Altman 95% limits of agreement, mean difference, intraclass correlation coefficient (ICC) for six key biometric parameters: axial length, keratometry, anterior chamber depth, lens thickness, central corneal thickness, white-to-white diameter

    Time frame: Preoperatively (single measurement visit before cataract surgery)

Secondary outcomes

  1. Measurement success rate of two biometers

    Percentage of valid, analyzable scans obtained from Novel SS-OCT Biometer vs IOLMaster 700

    Time frame: Preoperatively

  2. Refractive prediction error of AI-driven IOL power model

    Mean absolute error (MAE), median absolute error (MedAE), root mean square error (RMSE); proportion of eyes within ±0.5D / ±1.0D refractive prediction error

    Time frame: 1 month postoperatively

  3. AI model performance across multi-ethnic cohorts

    Stratified refractive prediction error metrics among Chinese, Caucasian and other ethnic subgroups

    Time frame: 1 month postoperatively

  4. Incidence of transient ocular adverse events related to study biometric scans

    Proportion of participants with temporary dry eye, glare or foreign body sensation after repeated optical measurements

    Time frame: From the preoperative measurement until completion of the 1-month postoperative follow-up

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Study locations

3 sites
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References and documents

Individual participant data

Plan to share: No — External sharing of individual participant data (IPD) is not planned. The raw ophthalmic imaging and clinical records are solely reserved for internal AI model training and analysis by the official multi-country research consortium. Participant informed consent does not authorize release of personal-level data to external researchers, and cross-border privacy laws as well as institutional IRB requirements restrict cross-site data distribution to third parties. In addition, the dataset carries proprietary intellectual property for AI medical device development, and external data access may cause unauthorized duplication of core algorithms.

No publications or documents are linked to this record.

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Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Start is estimated for Aug 2026; primary completion for Mar 2027, 7 months later.

Of 167 non-industry observational studies under Cataract, half reached primary completion within 19 months of starting (the median), counting those still running; a quarter within 9 and three quarters within 30. This study's planned 7 months is below that.

Counting every sponsor, half of 234 studies reached it within 16 months; a quarter within 9 and three quarters within 30.

How these figures are worked out, and which studies are left out of them.

Registered
Jul 23, 2026
First posted
Jul 29, 2026
StartEst.
Aug 20, 2026
Primary completionEst.
Mar 20, 2027
CompletionEst.
Mar 31, 2027
Last update
Jul 29, 2026
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Jul 29, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT07733154
Responsible party
Sponsor
First posted
Jul 29, 2026
Start date
Aug 20, 2026 (estimated)
Primary completion
Mar 20, 2027 (estimated)
Completion
Mar 31, 2027 (estimated)
Last update
Jul 29, 2026

Study contacts

Jijing Li
Contact
jijing0306@gmail.com
+85247412617
Mingguang He, Prof.
principal investigator · The Hong Kong Polytechnic University

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is not yet recruiting, as verified in Jul 2026. You cannot join it, but the record below documents what was studied.

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