Mark A. Chia

London, ENG, United Kingdom

Last Updated: 09/26/2026

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Found 28 publications

Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?

Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?

Journal: Ophthalmology science

Published: August 18, 2025

BEnchmarking Large Language Models for Ophthalmology (BELO): An Expert-Curated Data Set and Evaluation Framework for Knowledge and Reasoning.

BEnchmarking Large Language Models for Ophthalmology (BELO): An Expert-Curated Data Set and Evaluation Framework for Knowledge and Reasoning.

Journal: Ophthalmology science

Published: July 31, 2025

Understanding pre-training data effects in retinal foundation models using two large fundus cohorts.

Understanding pre-training data effects in retinal foundation models using two large fundus cohorts.

Journal: Nature communications

Published: March 15, 2025

Prevalence of refractive error in Indigenous and non-Indigenous Australians: a systematic review and meta-analysis.

Prevalence of refractive error in Indigenous and non-Indigenous Australians: a systematic review and meta-analysis.

Journal: BMJ open ophthalmology

Published: November 20, 2024

Mapping the impact: AI-driven quantification of geographic atrophy on OCT scans and its association with visual sensitivity loss.

Mapping the impact: AI-driven quantification of geographic atrophy on OCT scans and its association with visual sensitivity loss.

Journal: The British journal of ophthalmology

Published: October 04, 2024

Foundation models in ophthalmology: opportunities and challenges.

Foundation models in ophthalmology: opportunities and challenges.

Journal: Current opinion in ophthalmology

Published: September 27, 2024

Prevalence of visually significant cataract and cataract surgical coverage in Indigenous and non-Indigenous Australians: a systematic review and meta-analysis.

Prevalence of visually significant cataract and cataract surgical coverage in Indigenous and non-Indigenous Australians: a systematic review and meta-analysis.

Journal: BMJ open ophthalmology

Published: July 02, 2024

Artificial Intelligence to Facilitate Clinical Trial Recruitment in Age-Related Macular Degeneration.

Artificial Intelligence to Facilitate Clinical Trial Recruitment in Age-Related Macular Degeneration.

Journal: Ophthalmology science

Published: April 16, 2024

Foundation models in ophthalmology.

Foundation models in ophthalmology.

Journal: The British journal of ophthalmology

Published: February 29, 2024

Clinician-Driven AI: Code-Free Self-Training on Public Data for Diabetic Retinopathy Referral.

Clinician-Driven AI: Code-Free Self-Training on Public Data for Diabetic Retinopathy Referral.

Journal: JAMA ophthalmology

Published: October 19, 2023

Capabilities of GPT-4 in ophthalmology: an analysis of model entropy and progress towards human-level medical question answering.

Capabilities of GPT-4 in ophthalmology: an analysis of model entropy and progress towards human-level medical question answering.

Journal: The British journal of ophthalmology

Published: August 24, 2023

Exploring the Test-Taking Capabilities of Chatbots-From Surgeon to Sommelier.

Exploring the Test-Taking Capabilities of Chatbots-From Surgeon to Sommelier.

Journal: JAMA ophthalmology

Published: July 13, 2023

Showing 1-12 of 28

Last Updated: 09/26/2026