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20182026
most citedLarge AI Models in Health Informatics: Applications, Challenges, and the Future

238 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing eess.IVShow all

3 papers · 1 filter

eess.IV2024★ 2 cited

Versatile Cataract Fundus Image Restoration Model Utilizing Unpaired Cataract and High-quality Images

Zheng Gong, Zhuo Deng, Weihao Gao +7

Cataract is one of the most common blinding eye diseases and can be treated by surgery. However, because cataract patients may also suffer from other blinding eye diseases, ophthal…

eess.IV2023★ 72 cited

VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence

Jianing Qiu, Jian Wu, Hao Wei +39

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…

eess.IV2022★ 1 cited

OMSN and FAROS: OCTA Microstructure Segmentation Network and Fully Annotated Retinal OCTA Segmentation Dataset

Peng Xiao, Xiaodong Hu, Ke Ma +4

The lack of efficient segmentation methods and fully-labeled datasets limits the comprehensive assessment of optical coherence tomography angiography (OCTA) microstructures like re…