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AI Writing Vocabulary in Ophthalmology: Faster Non-Native Adoption, Unchanged Outcomes

MedXY Editorial TeamAug 24, 2026
ophthalmologyAI writingnon-native Englishlanguage adoption

Introduction

The advent of advanced artificial intelligence (AI), specifically large language models (LLMs) such as ChatGPT, has markedly influenced scientific writing styles across multiple disciplines. Ophthalmology, as a rapidly evolving field involving extensive interdisciplinary research, is no exception. This study aims to quantify how the incorporation of AI-related vocabulary in ophthalmology scholarly articles has changed following the release of ChatGPT, to assess whether this change differs based on the first author’s country affiliation language (native vs. non-native English), and to determine if these linguistic shifts have affected publication outcomes.

Study Design and Data Collection

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This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication.

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