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Oct, 2023
VisionFM:一种面向综合眼科人工智能的多模态多任务视觉基础模型
VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence
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Jianing Qiu, Jian Wu, Hao Wei, Peilun Shi, Minqing Zhang...
TL;DR
VisionFM是一个用340万张眼科图像预训练的基础模型,具有眼科疾病诊断、人工智能和合成数据等功能。
Abstract
We present
visionfm
, a foundation model pre-trained with 3.4 million ophthalmic images from 560,457 individuals, covering a broad range of
ophthalmic diseases
, modalities, imaging devices, and demography. After p
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