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BanglaOCT2025: A Population-Specific Fovea-Centric OCT Dataset with Self-Supervised Volumetric Restoration Using Flip-Flop Swin Transformers

2025-12-25

Abstract excerpt

<h4>Background: </h4> Age-related macular degeneration (AMD) is a major cause of vision loss, yet publicly available OCT datasets lack demographic diversity, particularly from South Asian populations. Existing datasets largely represent Western cohorts, limiting AI generalizability. Moreover, raw OCT volumes contain redundant spatial information and speckle noise, hindering efficient analysis. <h4>Methods:</h4> We...

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Literature Corpus work: 426b7491-80f9-5d05-88c2-0c93243443ee
DOI: 10.20944/preprints202512.2309.v1

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