Author

S. Sivaprasad

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Open access Oct 2026

Masked Position Modeling as a Pre-Training Strategy for Foundational Deformable Image Registration Models.

The core objective of deformable image registration (DIR), estimating a displacement vector field that aligns two images, is fundamentally the same across imaging modalities and anatomical regions. Although this shared objective should imply the use of foundation models, most deep learning approaches for DIR operate wi...

Wenke Karbole, Vasiliki Sideri-Lampretsa, Hua-Qi Qiu et al. · IEEE Transactions on Medical... · 0 citations

Open access Sep 2026

Macular neovascularisation subtype determines visual consequences of early fibro-atrophic remodelling in neovascular AMD: PRECISE study report 11.

PURPOSE To evaluate whether baseline well-delineated hyperreflective material (wdHRM) is associated with short-term visual outcome in treatment-naïve neovascular age-related macular degeneration (nAMD), whether this association differs by macular neovascularisation (MNV) subtype, and how wdHRM relates to atrophy-relate...

L. Faes, Syed Kubravi, Kimberly L. Spooner et al. · Eye · 0 citations

Open access Sep 2026

Predictors of Geographic Atrophy Growth and Visual Decline in a longitudinal Asian cohort.

PURPOSE To characterize GA growth and visual outcomes in Asian eyes with geographic atrophy (GA) secondary to age-related macular degeneration and to evaluate the incremental prognostic value of deep learning-derived optical coherence tomography (OCT) biomarkers. DESIGN Prospective longitudinal observational cohort s...

K. Teo, Lisa George, A. Forouhari et al. · Ophthalmology Retina · 0 citations