Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Ophthalmology and Visual Science Key Lab, Beijing, China.
Royal Victorian Eye and Ear Hospital, Melbourne, Victoria 3002, Australia.
Theranostics. 2019 Oct 12;9(25):7556-7565. doi: 10.7150/thno.38065. eCollection 2019.
With the recent developments in deep learning technologies, artificial intelligence (AI) has gradually been transformed from cutting-edge technology into practical applications. AI plays an important role in disease diagnosis and treatment, health management, drug research and development, and precision medicine. Interdisciplinary collaborations will be crucial to develop new AI algorithms for medical applications. In this paper, we review the basic workflow for building an AI model, identify publicly available databases of ocular fundus images, and summarize over 60 papers contributing to the field of AI development.
随着深度学习技术的最新发展，人工智能（AI）已逐渐从前沿技术转变为实际应用。AI 在疾病诊断和治疗、健康管理、药物研发和精准医疗方面发挥着重要作用。跨学科合作对于开发用于医疗应用的新 AI 算法至关重要。在本文中，我们回顾了构建 AI 模型的基本工作流程，确定了可公开获取的眼部眼底图像数据库，并总结了 60 多篇有助于 AI 开发领域的论文。
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