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Foundation models for ophthalmic imaging

delete2026-01-29
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PRE
AI
K
Kayvan Ali Gharbi *
P
Peter van Wijngaarden
X
Xavier Hadoux
DOI:10.1016/j.survophthal.2026.01.004delete
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摘要

摘要

En 中文
Foundation models represent a new frontier in ophthalmic artificial intelligence, enabling learning of transferable features from large unlabelled imaging datasets for flexible application to varying downstream tasks.

期刊

Survey of Ophthalmology 封面图
Survey of Ophthalmology
IF:
5.9
论文数:
2.4K
被引数:
7.8K

机构

R
royal victorian eye and ear hospital
学者数:
142
论文数: 54
被引数: 1
引用论文

引用论文

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PREAI
errWang,Meng; Lin,Tian; Lin,Aidi; Yu,Kai; Peng,Yuanyuan; Wang,Lianyu; Chen,Cheng; Zou,Ke; Liang,Huiyu; Chen,Man; Yao,Xue; Zhang,Meiqin; Huang,Binwei; Zheng,Chaoxin; Zhang,Peixin; Chen,Wei; Luo,Yilong; Chen,Yifan; Xia,Honghe; Shi,Tingkun; Zhang,Qi; Guo,Jinming; Chen,Xiaolin; Wang,Jingcheng; Tham,Yih Chung; Liu,Dianbo; Wong,Wendy; Thakur,Sahil; Fenner,Beau J.; Fang,Danqi; Liu,Siying; Liu,Qingyun; Huang,Yuqiang; Zeng,Hongqiang; Meng,Yanda; Zhou,Yukun; Jiang,Zehua; Qiu,Minghui; Zhang,Changqing; Chen,Xinjian; Wang,Sophia Y.; Lee,Cecilia S.; Sobrin,Lucia; Cheung,Carol Y.; Pang,Chi Pui; Keane,Pearse A.; Cheng,Ching-Yu; Chen,Haoyu; Fu,Huazhu
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Development and Validation of a Multimodal Multitask Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence
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Evaluating a Foundation Artificial Intelligence Model for Glaucoma Detection Using Color Fundus Photographs
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A multimodal visual–language foundation model for computational ophthalmology计算眼科领域的一个多模态视觉-语言基础模型
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