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cs.CV2024
Extrapolating Prospective Glaucoma Fundus Images through Diffusion Model in Irregular Longitudinal Sequences
Zhihao Zhao, Junjie Yang, Shahrooz Faghihroohi +5
The utilization of longitudinal datasets for glaucoma progression prediction offers a compelling approach to support early therapeutic interventions. Predominant methodologies in t…
cs.CV2024
AI-Based Fully Automatic Analysis of Retinal Vascular Morphology in Pediatric High Myopia
Yinzheng Zhao, Zhihao Zhao, Junjie Yang +3
Purpose: To investigate the changes in retinal vascular structures associated various stages of myopia by designing automated software based on an artif intelligencemodel. Methods:…
eess.IV2024
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation
Zhihao Zhao, Yinzheng Zhao, Junjie Yang +3
AI-based vascular segmentation is becoming increasingly common in enhancing the screening and treatment of ophthalmic diseases. Deep learning structures based on U-Net have achieve…