A Study Of ML For Slit Lamp Examination Photographs

Overview

About this study

The purpose of this study is to develop and validate a machine learning (ML) model capable of identifying clinical findings from slit lamp examination photographs. The project will be conducted in three phases: (1) model development using retrospective data, (2) prospective image and data collection, and (3) model evaluation and comparison to expert-documented findings in the electronic medical record (EMR).

Participation eligibility

Participant eligibility includes age, gender, type and stage of disease, and previous treatments or health concerns. Guidelines differ from study to study, and identify who can or cannot participate. There is no guarantee that every individual who qualifies and wants to participate in a trial will be enrolled. Contact the study team to discuss study eligibility and potential participation.

Inclusion Criteria:

  • Adults (≥18 years old) presenting to ophthalmology clinics.

  • Able to provide informed consent.

  • Undergoing slit lamp examination

Exclusion Criteria:

  • Inability to provide informed consent.

  • Pediatric patients (<18 years old)

Note: Other protocol defined Inclusion/Exclusion Criteria may apply.

Eligibility last updated 10/24/2025. Questions regarding updates should be directed to the study team contact.

Participating Mayo Clinic locations

Study statuses change often. Please contact the study team for the most up-to-date information regarding possible participation.

Mayo Clinic Location Status Contact

Rochester, Minn.

Mayo Clinic principal investigator

Raymond Iezzi JR, M.D.

Contact us for the latest status

Contact information:

Raymond Iezzi

iezzi.raymond@mayo.edu

More information

Publications

Publications are currently not available
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CLS-20611629

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