Ariel Yuhan Ong

A scoping review of artificial intelligence as a medical device for ophthalmic image analysis in Europe, Australia and America

2025 · 15 Zit. · npj Digital Medicine

The role of saliency maps in enhancing ophthalmologists’ trust in artificial intelligence models

2024 · 11 Zit. · Asia-Pacific Journal of Ophthalmology

AI as a Medical Device for Ophthalmic Imaging in Europe, Australia, and the United States: Protocol for a Systematic Scoping Review of Regulated Devices

2024 · 7 Zit. · JMIR Research Protocols

Exploring the Dilemma of AI Use in Medical Research and Knowledge Synthesis: A Perspective on Deep Research Tools

2025 · 3 Zit. · Journal of Medical Internet Research

Understanding the robustness of vision-language models to medical image artefacts

2025 · 2 Zit. · npj Digital Medicine

Revealing the Impact of Pre-training Data on Medical Foundation Models

2025 · 2 Zit.

Current challenges and the way forwards for regulatory databases of artificial intelligence as a medical device

2026 · 0 Zit. · npj Digital Medicine

Building The Health Chatbot Users’ Guide

2026 · 0 Zit. · Nature Health

Implementation of Artificial Intelligence–Based Diabetic Retinopathy Screening in a Tertiary Care Hospital in Quebec: Prospective Validation Study (Preprint)

2024 · 0 Zit.

Considering the missing science of retraining and maintenance in medical artificial intelligence, using ophthalmology as an exemplar

2026 · 0 Zit. · npj Digital Medicine

Deep research agents: Major Breakthrough or Incremental Progress for Medical AI? (Preprint)

2025 · 0 Zit. · Journal of Medical Internet Research

Deep Research Agents: Major Breakthrough or Incremental Progress for Medical AI ? (Preprint)

2025 · 0 Zit.

Can ‘Deep Research’ agents and general AI agentic systems autonomously perform systematic review and meta-analysis?

2025 · 0 Zit. · Eye

An updated analysis of large language model performance on ophthalmology speciality examinations

2026 · 0 Zit. · Eye

Flight rules for clinical AI: lessons from aviation for human-AI collaboration in medicine

2026 · 0 Zit. · npj Digital Medicine