Publications
Research
Peer-reviewed research on EVO ICL sizing, vault prediction, and outcomes — the science behind the AI sizing tools I build.
Peer-reviewed articles
- ★ JCRSVAULT-OCT: Predicting ICL Postoperative Vault from Anterior-Segment OCT Using Deep LearningJournal of Cataract & Refractive Surgery · 2025
- ★ JCRSVAULT: A Novel Image-Based AI Model for Predicting Implantable Collamer Lens Postoperative VaultJournal of Cataract & Refractive Surgery · 2024
- Clinical OphthalmologyICL Exchanges or Explants Due to Sizing in a US High-Volume CenterClinical Ophthalmology · 2025
- Clinical OphthalmologyClinical Outcomes of ICL for Myopia in Eyes with Anterior Chamber Depth < 3.0 mmClinical Ophthalmology · 2025
- CureusAccuracy of Reported Sizes of the EVO/EVO+ Visian Implantable Collamer LensCureus · 2025
- Clinical OphthalmologyDynamic Changes in ICL Vault and Anterior Chamber Angle Under Varying LightingClinical Ophthalmology · 2026
Conference presentations
- VAULT-OCT: Deep Learning to Predict ICL Vault from OCTAmerican Society of Cataract & Refractive Surgery (ASCRS) 2024 · Young MD Connect Live 2025 · Ophthalmology Outliers 2025
- The Future of AI ICL Sizing is OCT, Not UBMSTAAR Surgical Surgeon Summit · 2024
Educational articles
- Enhancing ICL Sizing Accuracy through Image-Based Machine-Learning AlgorithmsThe Ophthalmology Business Minute · 2023
More from this work: the research is applied in ICL Fit (AI ICL sizing) and IOL Reference; explained for patients at ICLSurgery.com/research; and listed in full on the CV.
Citations are provided for transparency and education. A publication is not medical advice.