A DINO-pretrained vision transformer with multi-view fusion reconstructs 3D+t stacks of Drosophila midgut tissue, reporting average MSE 9.33 and SSIM 0.87, but its temporal claim is built on independent specimens, not longitudinal imaging.
Intestinal stem cell response to injury: lessons from drosophila,
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Beyond Imaging: Vision Transformer Digital Twin Surrogates for 3D+T Biological Tissue Dynamics
A DINO-pretrained vision transformer with multi-view fusion reconstructs 3D+t stacks of Drosophila midgut tissue, reporting average MSE 9.33 and SSIM 0.87, but its temporal claim is built on independent specimens, not longitudinal imaging.