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Md. Shamim Ahmed

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Open access Sep 2026

PhysioSpeck-Net: Physics-Guided Feature Separation for Parameter-Efficient and Uncertainty-Aware Retinal OCT Classification Under Cross-Dataset Shift

Deep networks for optical coherence tomography (OCT) classification usually learn directly from image appearance, which leaves coherent speckle, depth-dependent attenuation, point-spread-function blur, and refractive distortion entangled with pathology inside a single feature representation. This work asks whether maki...

Tahasin Ahmed Fahim, F. Alam, Md. Shamim Ahmed et al. · 0 citations

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