Ophthalmology and Visual Impairment Studies

Latest papers

• CRISP: Corneal Confocal Microscopy Real-Time Image Stitching Pipeline

  Qincheng Qiao, Puli Zhang, Jian Zhou, Xinguo Hou · 10 September 2026

  Morphology of the sub-basal nerve plexus (SNP) reflects peripheral nerve health, and corneal confocal microscopy (CCM) provides an important means for in vivo, real-time, non-invasive observation of the SNP. However, mainstream CCM devices offer a limited field of view per frame, whereas the SNP is …

• SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs

  Mengxian He, Xinyue Liu, Yunyun Sun, Wei Hao, Minqing Zhang, Lichun Wang, Shunyi Zhang, Wu Yuan · 10 August 2026

  Spherical Equivalent Refraction (SER) and Axial Length (AL) are core indicators for pediatric myopia screening, yet their measurements require dedicated biometry and cycloplegic refraction. Fundus photography offers an accessible imaging modality, as myopia-related posterior-pole changes are visible…

• Beyond Point Estimates for Glaucoma Visual Field Forecasting with Diffusion Models

  Marta Colmenar Herrera, Pablo Márquez Neila, Şerife Seda Kucur Ergünay, Martin S. Zinkernagel, Raphael Sznitman · 30 June 2026

  Forecasting visual fields (VFs) is critical for personalized monitoring and treatment planning in glaucoma. This is inherently uncertain due to heterogeneous disease progression and measurement variability, yet most existing methods produce single deterministic predictions that fail to represent thi…