72 citations · 72 across the 3 of their papers we have counts for
3 papers
cs.CV2026
Polar-domain Segmentation of Peripapillary Atrophy and Optic Disc
Mengxian He, Yunyun Sun, Yunyun sun +4
Automatic segmentation of pepripapillary (PPA) and the optic disc (OD) from fundus photographs enables quantitative morphological analysis in myopic eyes. However, variations in OD…
eess.IV2026
SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs
Mengxian He, Xinyue Liu, Yunyun Sun +5
Spherical Equivalent Refraction (SER) and Axial Length (AL) are core indicators for pediatric myopia screening, yet their measurements require dedicated biometry and cycloplegic re…
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…